5 free Data Science courses from @Stanford:
▪️ Machine Learning
▪️ Statistical Learning
▪️ Reinforcement Learning
▪️ Computer vision
▪️ NLP
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Machine Learning Full Course taught by @AndrewYNg
This course is an absolute legend.
If you ask someone who's already in ML, they likely say that they started their journey with this course.
cs229.stanford.edu/syllabus-autumn2018.html
Statistical Learning
Intro-level course in supervised learning, covering regression, classification, and unsupervised learning with tutorials and detailed sessions.
Emphasis is placed on intuitive explanations and uses R for computing.
online.stanford.edu/courses/sohs-ystatslearning-statistical-learning
CS234: Reinforcement Learning
Master the art of Reinforcement Learning (RL) with this comprehensive introduction. Explore core challenges, cutting-edge approaches, and powerful techniques like generalization and exploration.
web.stanford.edu/class/cs234/index.html
Computer vision with @drfeifei
A deep dive into the details of deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.
cs231n.stanford.edu/
Natural Language Processing with Deep Learning
The focus is on deep learning approaches: implementing, training, debugging, and extending neural network models for a variety of language understanding tasks.
youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ