# 入門篇 AI人工智慧

沒有前後, 建議隨意開始。 - by 隨機森林

[鋼鐵人 AI 基本概述](https://www.youtube.com/watch?v=UwsrzCVZAb8)
[Alpha GO 紀錄片](https://www.youtube.com/watch?v=WXuK6gekU1Y)

### 主要目標

主題|教材
---|---
機器學習 | [MIT 6.036 - Meachine learning](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/course/)<br>[MIT - Deep learning](http://introtodeeplearning.com/2021/)
機器視覺 | [MIT - Computer vision 入門](https://www.youtube.com/watch?v=QTvOW-sJjjM) <br> [MIT - Computer vision 帥哥版](https://www.youtube.com/watch?v=CLOAswsxudo&t=66s)
大數據 | [MIT - Distribute system](https://www.youtube.com/channel/UC_7WrbZTCODu1o_kfUMq88g/videos)

### 主要研究

主題|教材
---|---
統計基礎 | [Data mining](https://www.youtube.com/channel/UClKKWBe2SCAEyv7ZNGhIe4g)

### AI 軟技能與技能組合

主題 | 教材
---|---
就職相關 | [Roadmap](https://i.am.ai/roadmap/#introduction)<br>[IBM introduce to DA, DC, DE](https://hackmd.io/p8yx4cojRbyYV4ha45pV0A)
計算機理論 | [Theory of computation](https://ocw.mit.edu/courses/mathematics/18-404j-theory-of-computation-fall-2020/)<br>[Introduce to computer science and programming in python](https://www.youtube.com/watch?v=nykOeWgQcHM&list=PLUl4u3cNGP63WbdFxL8giv4yhgdMGaZNA)<br>[Computational thinking](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/index.htm)<br>[Computational thinking nowaday](https://ocw.mit.edu/courses/mathematics/18-s191-introduction-to-computational-thinking-fall-2020/syllabus/)
資料視覺化 | [Matlab](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-057-introduction-to-matlab-january-iap-2019/lecture-notes/)
教育學程 | [Teaching college level science and enginnering](https://ocw.mit.edu/courses/chemistry/5-95j-teaching-college-level-science-and-engineering-fall-2015/)
團隊合作 | [linkedin 團隊合作線上課](https://hackmd.io/@T-pTTDjuS7-wiigIYk3eRw/Bkknt0SYt)

### 主要項目

主題 | 教材
---|---
Covid19|[Covid 19 with julia](https://ocw.mit.edu/courses/mathematics/18-s190-introduction-to-computational-thinking-with-julia-with-applications-to-modeling-the-covid-19-pandemic-spring-2020/)
醫療照護|[ML for healthcare](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-s897-machine-learning-for-healthcare-spring-2019/calendar)
氣候變遷|[Climate change seminar](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-s898-climate-change-seminar-fall-2019/)
自動駕駛|[Self-driving car](https://www.youtube.com/watch?v=1L0TKZQcUtA)

### Advanced to Senior ???
主題 | 教材
---|---
力扣| [leetcode](https://leetcode-cn.com/problemset/all/)
paper | [paper with code](https://paperswithcode.com/)

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關於這件邁向AI工程師的事情, 我只希望這一切能幫助世界變得美好。