This tutorial wil go over Machine Learning concepts using Python discussing the following topics:
- Overview of Machine Learning
- Decision Trees
- Coding Decision Trees
- Random Forest
- Coding Random Forest
- Overview of Neural Networks
- Coding Neural Networks
- Tensorflow/Keras
- Coding Tensorflow
- PyTorch
- Coding PyTorch
- Overview of Parallelizing Deep Learning
- Coding Multi-GPU Program
As mentioned above, example codes will be provided for respective topics. Please download the code above to follow along.