Neuronale Netze programmieren mit Python

Neural networks are at the forefront of artificial intelligence and machine learning. They are revolutionizing image and speech recognition, game AIs, and much more. Fortunately, the brilliant ideas behind them can be easily explained. To understand and implement them, you will program different types of networks yourself! And you will do this in Python, the main language of the AI world. You will engage with mathematics and programming, but no specific prior knowledge is required.

Content includes:

The basic idea behind neural networks
Building a simple neural network
Training neural networks
Supervised and unsupervised learning
Introduction to TensorFlow
Compact Python course
Important mathematical foundations
Reinforcement learning
Different types of networks and their applications
Back propagation
Deep learning
Tools for data scientists.