<span></span><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">대다수의 독자들이 프로그래밍이나 여타 컴퓨터 분야에 종사하겠지만, 그래도 참고바랍니다. </span></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;"></span></p> <hr><p></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">다른 과목들과 마찬가지로 만 2세 경에 시작하는 것이 바람직합니다. 유아용 컴퓨터 학습 앱(게임)이 많이 나와있고, 품질도 썩 훌륭합니다. 영어, 산수 공부와 마찬가지로 아이패드 미니 수준의 태블릿이 좋습니다. </span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">컴퓨터 과목과 여타 과목 간의 비율은 유치원 단계에서 대략 2:8, 초등 과정에서 3:7, 중등 과정에서 5:5, 대학 과정에서 7:3, 대학원 과정에서 10:0으로 상정합니다. </span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">유치원 단계에서 EToy 등의 프로그래밍 교육용 앱을 이용하면, 프로그래밍 언어와 컴퓨터의 구조를 자연스레 익힐 수 있습니다. 유치원 과정에서는 이런 저런 다양한 앱들을 가능한 많이 접할 기회를 제공하는 것이 최선입니다. 아쉽게도 영어, 산수 등의 과목과는 달리 만 2~15세 사이의 어린이와 청소년을 위한 체계적인 컴퓨터 학습 커리큘럼이 없으므로, 꿩 대신 닭으로 하나의 학습 타깃을 정한다면, 당근 리눅스입니다.</span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">늦어도 초등과정에 접어들 나이면 태블릿과 더불어 반드시 리눅스 머신을 함께 사용해야 합니다. 아마존이나 Google Cloud Platform의 Virtual Machine을 이용하면, 집이나 학원에 별도의 PC를 마련하여 리눅스를 설치할 필요가 없고, Debian, Ubuntu 등 다양한 버전의 리눅스를 쉽게 설치하고 지울 수 있으며, 저렴합니다. 5-5-4-3-3 학제를 기준으로, 중등과정을 마칠 무렵에는 리누스 토발즈가 작성한 Linux Kernel을 재현할 수 있는 수준에 이르는 것이 바람직합니다. 다행스러운 점은 Udemy, Coursera, edX 등 대표적인 MOOC(Massive Open Online Curriculum)들이 이미 서비스 중이거나, 준비하고 있는 컴퓨팅 관련 코스 대부분이 리눅스 기반의 교수 시스템(Tutoring System)을 통해 출석/결석과 같은 학사 관리와 강의, 시험 등을 진행하므로, 학습자들이 원하든 않든 리눅스의 구조와 기능을 자연스레 익힐 수 있습니다. 종래의 프로그래머들도 마찬가지지만, AI 분야에서의 리눅스는 더욱 특별한데, 그 이유는 후미에 말씀드리겠습니다. </span></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;"><img src="" width="624" height="173" style="border:none;" alt="Screen Shot 2017-02-19 at 9.40.39 AM.jpg"></span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">초등과정 학습자들은 리눅스 쉘 프로그래밍, Git, 파이썬, C, 간단한 웹 프로그래밍 등을 익히고, 원리보다는 익숙해지는데 초점을 둬야 합니다. 또한, 유치원 고학년부터 간단한 AI 프레임워크를 경험할 수 있어야 하는데, 이 부분은 ‘로보틱스 학습’에서 자세히 언급합니다. </span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">아래 표는 연령대 및 학제에 기초한 추천 교재(앱, 강좌)입니다. 향후, 컴퓨터 과학의 표준적인 커리큘럼을 구성하는데 참고가 될 수 있는 자료들을 취합하였으며, 일부 코스는 연령대에 적합하지 않을 수 있습니다. 가령, 초등 과정에 Berkeley 등의 대학 교양강좌가 포함되어 있습니다. 2017년 현재는 AI 프로그래머를 지망하는 초등학생을 위한 컴퓨터 과학 과정이 없으므로, 학부모 또는 지도자가 적절한 부분만 발췌하거나, 가능한 쉽게 풀어서 제공하는 것이 바람직합니다. </span></p><br><div dir="ltr" style="margin-left:0pt;"> <table style="border:none;border-collapse:collapse;"><colgroup><col width="58"><col width="37"><col width="227"><col width="253"></colgroup><tbody><tr style="height:0pt;"><td style="border-width:0pt .75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;background-color:#4a86e8;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:center;"><span style="font-size:11pt;font-family:Arial;color:#ffffff;vertical-align:baseline;white-space:pre-wrap;">Age</span></p></td> <td colspan="3" style="border-width:0pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;background-color:#4a86e8;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:center;"><span style="font-size:11pt;font-family:Arial;color:#ffffff;vertical-align:baseline;white-space:pre-wrap;">Computer Science</span></p></td></tr><tr style="height:0pt;"><td rowspan="6" style="border-width:.75pt .75pt 0pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;background-color:#ffff00;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">유치원</span></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">(2~5)</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C1</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://gcompris.net/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">GCompris</span></a></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://www.schoolsplay.org/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Childsplay</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C2</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://www.tuxpaint.org/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">TuxPaint</span></a></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://www.squeakland.org/about/intro/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">EToys</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C3</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://supertux.lethargik.org/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">SuperTux</span></a></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://www.secretmaryo.org/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Secret Maryo</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C4</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://projects.gnome.org/tomboy/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">TomBoy</span></a></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://tux4kids.alioth.debian.org/tuxtype/index.php" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">TuxTyping</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C5</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://edu.kde.org/kalzium/" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Kalzium</span></a></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://jens.triq.net/atomix.php" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Atomix</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C6</span></p></td> <td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="http://tux4kids.alioth.debian.org/tuxmath/index.php" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Tux of Math Command</span></a></p></td> <td style="border-width:.75pt 0pt 0pt .75pt;border-style:solid;border-color:#000000;vertical-align:bottom;padding:2pt;"><br></td></tr><tr style="height:0pt;"><td rowspan="9" style="border-width:0pt .75pt 0pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;background-color:#d9ead3;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">초등</span></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">(7~11)</span></p></td> <td style="border-width:0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C7</span></p></td> <td style="border-width:0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Linux</span></p></td> <td style="border-width:0pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://docs.google.com/spreadsheets/d/1AXXJB_dCgYtYT6pp4Vmjs84qyqcU5Xs36jDBAUNllH8/pubhtml" target="_blank"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Linux & Shell</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C8</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Python</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:bottom;padding:2pt;"><br></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C9</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Computer Science</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=9nkR2LLPiYo&list=PLAwxTw4SYaPmjFQ2w9j05WDX8Jtg5RXWW" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Computer Science</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C10</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Computer Science 101</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 101 Stanford University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C11</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">The Beauty and Joy of Computing</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 10 UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C12</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Computer Science</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 50 Harvard University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C13</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Structure & Interpretation of Computer Programs [Racket]</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 61A UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C14</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Fundamental Programming Concepts</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 1109 Cornell University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C15</span></p></td> <td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Computing Using Python</span></p></td> <td style="border-width:.75pt 0pt 0pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 1110 Cornell University</span></p></td></tr><tr style="height:0pt;"><td rowspan="13" style="border-width:0pt .75pt 0pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;background-color:#fce5cd;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">중등</span></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">(12~15)</span></p></td> <td style="border-width:0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C16</span></p></td> <td style="border-width:0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Julia Programming</span></p></td> <td style="border-width:0pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Learning Julia</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C17</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Operating Systems and Systems Programming</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 162 UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C18</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Database Systems</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">15-721 Carnegie-Mellon University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C19</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Hack Your Language!</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS164: UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C20</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Intro to Programming Language</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=Qr_7NpTHsrA&list=PLAwxTw4SYaPlI9QCVVfXxwJYqJWyts10f" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Languages</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C21</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Algorithms</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=JtzIGTXesrE&list=PLAwxTw4SYaPk0SXKi0ARnhK5zhZcA4yDU" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Algorithms</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C22</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Computability, Complexity, Algorithms: Algorithms</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=0OuLdNq3ONo&list=PLAwxTw4SYaPkbWSEj_1iO7rILlWDJImW4" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Computability, Complexity, Algorithms: Algorithms</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C23</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Computability, Complexity, and Algorithms: Computability</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=1PVt-iZBIto&list=PLAwxTw4SYaPnOLuiqtLyKu08FyKdX7Dut" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Computability, Complexity, and Algorithms: Computability</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C24</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Computer Networking:</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=80nMaRNqis4&list=PLAwxTw4SYaPn21MqCiFq2r0FSjk9l6cW2" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Computer Networking:</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C25</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Foundations with Python</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=X0FoelOIZM0&list=PLAwxTw4SYaPnYajEbZvqtcVWQ6XGhvtOW" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Programming Foundations with Python</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C26</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">How to Use Git and GitHub</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=Ytux4IOAR_s&list=PLAwxTw4SYaPk8_-6IGxJtD3i2QAu5_s_p" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">How to Use Git and GitHub</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C27</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Computer Vision</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><a target="_blank" href="https://www.youtube.com/watch?v=ODgLHqCAJTw&list=PLAwxTw4SYaPmtf5v3hefG5seVynUtV9T8" target="_blank"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Javascript Basics</span></a></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C28</span></p></td> <td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Intro to Decentralized Apps</span></p></td> <td style="border-width:.75pt 0pt 0pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Roboto;color:#434343;vertical-align:baseline;white-space:pre-wrap;">Intro to Decentralized Apps</span></p></td></tr><tr style="height:0pt;"><td rowspan="26" style="border-width:0pt .75pt 0pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;background-color:#c9daf8;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">대학</span></p> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;vertical-align:baseline;white-space:pre-wrap;">(16~18)</span></p></td> <td style="border-width:0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C29</span></p></td> <td style="border-width:0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Languages</span></p></td> <td style="border-width:0pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 173 Brown University,</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C30</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Data Structures</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 61B UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C31</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Graduate Level Algorithm Design and Analysis</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">ECS 222A UC Davis</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C32</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Advanced Data Structures</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">6.851 MIT</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C33</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Advanced Algorithms</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">6.854J/18.415J MIT</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C34</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Great Ideas in Theoretical Computer Science</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">6.045 MIT</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C35</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Cognitive Science</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C131 Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C36</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Operating Systems and Systems Programming</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 162, UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C37</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Analysis of Algorithms</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CSE 373 Stony Brook University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C38</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Algorithm Design and Analysis</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">ECS 122A UC Davis</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C39</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Structure and Interpretation of Computer Programs</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">6.001 MIT</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C40</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Operating Systems (Undergrad)</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CSCI-UA.0202: NGU</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C41</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Social Implications of Computing</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">195 berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C42</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Engineering Software as a Service</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">169 Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C43</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Machine Structures</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">61C - B</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C44</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Data Structures</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 61B: - Shewchuk - UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C45</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">History of Information</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Info C103. UC Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C46</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Embedded Systems</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">EECS 149: (Fall 2014, UC Berkeley)</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C47</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Abstractions</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">10-701 Carnegie-Mellon University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C48</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Computer Systems (ICS)</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">15-213, Carnegie-Mellon University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C49</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Introduction to Computer Architecture</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">18-447 Carnegie-Mellon University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C50</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Methodology</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 106A Stanford University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C51</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Mathematics for Computer Science</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">MIT</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C52</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Efficient Algorithms and Intractable Problems</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 170: Berkeley</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C53</span></p></td> <td style="border-width:.75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Paradigms</span></p></td> <td style="border-width:.75pt 0pt .75pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 107 Stanford University</span></p></td></tr><tr style="height:0pt;"><td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">C54</span></p></td> <td style="border-width:.75pt .75pt 0pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">Programming Practice Using Scala</span></p></td> <td style="border-width:.75pt 0pt 0pt .75pt;border-style:solid;border-color:#000000;vertical-align:middle;padding:2pt;"> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">CS 109 KAIST</span></p></td></tr></tbody></table></div> <p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;"> </span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">유치원과 초등 과정을 합친 10년 동안 컴퓨터에 익숙해 지고, 수학의 토대가 어느 정도 갖춰지면, 중등 과정(만 12세)부터 수준높은 과목을 시작할 수 있습니다. 가령, Julia 언어는 수학 및 컴퓨터 과학의 배경 지식이 탄탄하지 않으면 제대로 익힐 수 없습니다. 또한, 중등과정 4년은 Scikit-learn, TensorFlow, Theano 등의 다양한 AI 프레임워크를 본격적으로 익히고, 크고 작은 뉴럴 네트워크를 직접 작성해 보고, 국내외 다양한 AI 콘테스트에 참여할 시기이기도 합니다. </span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">중등과정을 마칠 무렵(만 16세)에 리눅스 커널을 다룰 수 있는 수준이 되는 인구의 비율이 대략 0.2~0.5% 정도될 것으로 추정하는데, 대략 200~300명 중 1명이며, 연령별 인구를 400,000명으로 가정하면, 각 연령 별로 1,000명 선입니다. 이 학습자 그룹은 대학에서 인공지능을 전공하도록 유도하는 것이 바람직합니다. 대학 진학 인구를 10%로 보면, 40,000명 중에서 1,000명은 인공지능을 전공하고, 나머지 39,000명은 여타 전공을 선택하는 상황을 상정하여, 표에 나열된 과목들은 전공과 무관하게 대학에 진학하는 모든 사람(연령별 인구의 10%)이 이수해야할 과목들로 정리하였습니다. 학부 과정부터 AI를 전공하는 경우는 표에서 나열된 것보다 많은 것을 배워야 할 텐데, ‘로보틱스 학습'편에서 재차 기술합니다. </span></p><br><p dir="ltr" style="line-height:1.8;margin-top:0pt;margin-bottom:0pt;text-align:justify;"><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;">마지막으로, AI에서 리눅스가 더욱 중요한 이유는 AI 시스템이 도시 운영체계(City Operating System)로 진화하기 있습니다. 기존 OS가 CPU, 메모리, 사운드 카드, 비디오 카드, 및 각종 버스와 포트를 제어하듯, AI 기반의 City OS는 도시 내부의 모든 기관, 단체, 장치, 시설, 차량, 주거 공간, 상업과 생산 활동 등을 제어하게 될 것이고, OS의 기본적인 동작 메커니즘을 이해하려면 리눅스가 최선입니다. 리눅스를 완전히 이해해야 AI를 활용한 City Operating System을 작성할 수 있습니다. City Operating System은 해당 편에서 보다 자세히 기술합니다. </span></p> <div><span style="font-size:10pt;font-family:Arial;color:#434343;background-color:transparent;vertical-align:baseline;white-space:pre-wrap;"><br></span></div>
리눅스! 리눅스!! 리눅스!!!
댓글 분란 또는 분쟁 때문에 전체 댓글이 블라인드 처리되었습니다.