Материалы специализации Advanced Machine Learning (Coursera)
Содержание специализации:
- Introduction to Deep Learning
- How to Win a Data Science Competition: Learn from Top Kagglers
- Bayesian Methods for Machine Learning
- Practical Reinforcement Learning
- Deep Learning in Computer Vision
- Обработка текстов, написанных на естественных языках
- Addressing Large Hadron Collider Challenges by Machine Learning
Дополнительные ресурсы:
CognitiveClass.ai 'Deep Learning with TensorFlow'
YouTube курс 'Deep Learning' sim0nsays https://www.youtube.com/playlist?list=PL5FkQ0AF9O_pTeRf6UjyfnsRbMyema6I3
Notes from CS231n: Convolutional Neural Networks for Visual Recognition http://cs231n.github.io/
YouTube Lecture Collection CS231n https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv