Session IV: A Primer on Deep Learning

Topics

• Fundamentals of Artificial Neural Networks
• Deep Learning

Workbook about deep learning for image classification: workshop_cnn.ipynb, workshop_cnn.py

Notes of session

• PDF

Recording of session

• Zoom Recording (Session IV)

References

• Dive into Deep Learning, Interactive deep learning book with code, math, and discussions, Aston Zhang and Zachary C. Lipton and Mu Li and Alexander J. Smola, 2020,
• Deep learning, Yoshua Bengio, Ian Goodfellow, and Aaron Courville, MIT press, 2017,
• Keras.