Deep learning course, 2024

Recommended reading

General reading

• Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville, 2016.
• Understanding Deep Learning by Simon J.D. Prince, 2024.
• Dive into Deep Learning (link)

Q&A (Interviews)

• Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI book by Shlomo Kashani and Amir Ivry, 2022

Extra-reading in Hebrew

• Deep-Learning-in-Hebrew book by Avraham Raviv

Online MOOC (free)

• fast.ai Practical Deep Learning with free complimentary book

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Some homepages of courses worldwide with interesting material

• Carnegie Mellon University, 11-785 Introduction to Deep Learning (note previous iterations)
• Stanford, CS231n: Deep Learning for Computer Vision (course notes)
• NYU DS-GA 1008 (Alfredo Canziani, Yann LeCun), 2021, 2022
• MIT 6.S191, Introduction to Deep Learning, 2021, 2022, 2023
• Shahid Beheshti University (Iran), Deep Learning
• HUJI, Intro to Deep Learning (student notes)
• Machine learning courses list
• Stanford, CS25: Transformers United V4