3 tips to educate yourself in data science and AI
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Courses
(Beginner) – Udacity – Introduction to Machine Learning
(Intermediate) – Coursera – Specialization Deep Learning
(Advanced) – Coursera/UdacityUpgrad for specific courses on HCI, NLP, Reinforcement Learning, Computer Vision
(Beginner) – Udacity – Introduction to Machine Learning
(Intermediate) – Coursera – Specialization Deep Learning
(Advanced) – Coursera/UdacityUpgrad for specific courses on HCI, NLP, Reinforcement Learning, Computer Vision
Pet projects
https://www.kaggle.com/
https://www.drivendata.org/
https://machinehack.com/
Books (Top 5 Favorites)
1. Practical Statistics for Data Scientists: 50 Essential Concepts Using R and Python
2. Advances in financial machine learning
3. Reinforcement Learning – Sutton
4. Prediction Machines: The Simple Economics of Artificial Intelligence
5. Trustworthy AI: A Business Guide to Navigating Trust and Ethics in AI
More books: https://www.dataquest.io/blog/data-science-books/
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