/dl_tensorflow

Jupyter notebooks about Deep Learning and Tensorflow

Primary LanguageJupyter Notebook

Deep Learning with Tensorflow

This repository contains Jupyter notebooks with notes and examples from the book "Deep Learning with Python, 2nd Ed." by Francois Chollet.

  1. Mathematical foundations
  2. Tensorflow
  3. Keras
  4. Binary classification
  5. Multiclass classification
  6. Regression
  7. Machine learning fundamentals
  8. Machine learning workflow
  9. Keras APIs
  10. Deep Learning for Computer Vision
  11. Advanced Deep Learning for Computer Vision - Semantic Segmentation
  12. Advanced Deep Learning for Computer Vision - ConvNet Architecture Best Practices
  13. Advanced Deep Learning for Computer Vision - ConvNet Visualization
  14. Deep Learning for Time Series