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