Neural Networks and Development Tools

Topics

• Introduction to AI landscape
• Project Python crash
• Neural Networks Mathematical background
• Hyperparameters
• Generalization
• Training process
• Using Python scikit-learn
• Project 1 build
• Neural network
• Python scikit-learn Neural networks vs deep
• TensorFlow Applying TensorFlow for Machine learning
• Project 2
• Other DNN frameworks and hardware
• Project 3- More complex deep