Deep Learning: Convolutional Neural Networks in Python

Course content

  • Welcome
  • Google Colab
  • Machine Learning and Neurons
  • Feedforward Artificial Neural Networks
  • Convolutional Neural Networks
  • Natural Language Processing (NLP)
  • Convolution In-Depth
  • Convolutional Neural Network Description
  • Practical Tips
  • In-Depth: Loss Functions
  • In-Depth: Gradient Descent
  • Setting Up Your Environment (FAQ by Student Request)
  • Extra Help With Python Coding for Beginners (FAQ by Student Request)
  • Effective Learning Strategies for Machine Learning (FAQ by Student Request)
  • Appendix / FAQ Finale

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