coursera_archive.md

Coursera Archive

Coursera archive for old coursera platform courses

Categories

• Machine Learning
• Natural Language Processing
• Recommender Systems
• Data Mining

Machine Learning

• Machine learning by Andrew Ng URL: http://pan.baidu.com/s/1kUIHUGf PASS: rthm
• Machine Learning by Pedro Domingos URL: http://pan.baidu.com/s/1gfx1GaB PASS: 6gee
• Machine Learning Foundations by Hsuan-Tien Lin URL: http://pan.baidu.com/s/1hsmAsNq PASS: kxfj
• Machine Learning Techniques by Hsuan-Tien Lin URL: http://pan.baidu.com/s/1bpHSAPD PASS: abye
• Neural Networks for Machine Learning URL: http://pan.baidu.com/s/1dFHO7mh PASS: a427
• Probabilistic Graphical Models URL: http://pan.baidu.com/s/1sl7qGUh PASS: 88tj

Natural Language Processing

• Natural Language Processing by Michael Collins URL: http://pan.baidu.com/s/1hsbKYK8 PASS: ines
• Natural Language Processing by Jurafsky and Manning URL: http://pan.baidu.com/s/1jHKfXQm PASS: s6hx
• Introduction to Natural Language Processing URL: http://pan.baidu.com/s/1nu5MFVj PASS: 3t3h
• Text Mining and Analytics

Recommender Systems

• Introduction to Recommender Systems URL: http://pan.baidu.com/s/1pLy7uvL PASS: ui1u

Data Mining

• Mining Massive Datasets URL: http://pan.baidu.com/s/1c81pRC PASS: e25n
• Pattern Discovery in Data Mining
• Cluster Analysis in Data Mining