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1. Printable version of Machine learning and Deep learning course notes by Ng
Original link:
Mp.weixin.qq.com/s/op8N9WoNc…
Key word: Github
Reply content:
Github of Dr Huang Haiguang:
github.com/fengdu78
Machine learning Notes:
Github.com/fengdu78/Co… Deep learning Notes:
Github.com/fengdu78/de…
Contains videos, notes, code, markdown files.
2. Mathematical basis of machine learning \
Original link:
Mp.weixin.qq.com/s/lJYYtrpLX…
Key words: Mathematics foundation
Reply content:
Mathematical Fundamentals of Machine Learning: Link: pan.baidu.com/s/1I-wNQL8N…
3. Machine Learning Cheat Sheet – (Understanding machine learning like reciting TOEFL Vocabulary) \
Original link:
Mp.weixin.qq.com/s/hcS3T1rJ6…
Key words: cheat sheet
Reply content:
The cheat sheet machine learning links: pan.baidu.com/s/1izI3WbSt… Password: ed4a
4. How to get started with SQL syntax? (With information download) \
Original link:
Mp.weixin.qq.com/s/yxDtmV0J1…
Key words: SQL
Reply content:
SQL data download links: pan.baidu.com/s/1oPpufkgv… Password: q0lu
5. Launch: Deep learning test in Chinese and English version
Original link:
Mp.weixin.qq.com/s/J5clVwChu…
Key words: homework
Reply content:
Deep Learning Homework (Quiz) PDF download link: pan.baidu.com/s/1S876rU_Z… Extraction code: 4ida
6.Coursera Machine learning course code assignments -Python
Original link:
Mp.weixin.qq.com/s/CdSA8xnw-…
Key words: machine learning homework
Reply content:
Machine learning homework to download link: pan.baidu.com/s/1U2BS8f23… Extraction code: KXLC,
Or https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
7. Machine Learning Materials at Stanford University – Lecture by Andrew Ng (2008 edition)
Original link:
Mp.weixin.qq.com/s/fcWtWkQaQ…
Key words: 08 machine learning
Reply content:
Wu En 2008 machine learning data link: pan.baidu.com/s/1hHwV2auN… Extraction code: imgq
8. Thinking on The Application of Ocean Big Data
Original link:
Mp.weixin.qq.com/s/mp_VXQEoB…
Key words: Ocean big data
Reply content:
Download link: pan.baidu.com/s/12A_4ZmY9… Extraction code: 81KK
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Essential article:
Printable version of Machine learning and Deep learning course notes by Ng
Ng personal notes on machine learning course online edition \
DeepLearning. Ai DeepLearning course notes online edition
Mathematical foundations of machine learning \
Zotero paper Management tool