dlschool_english

The official repo for english Deep Learing course by Deep Learning School (PSAMI MIPT, Russia).

Syllabus:

1. Python Basics
2. Linear algebra and NumPy package
3. Machine Learning Basics
4. Linear Models for classification and regression tasks
5. One neuron: structure, activation functions and learning
6. Multilayer Neural Networks
7. Neural Networks practice: datasets, dropout and useful techniques
8. Convolutional Neural Networks basics
9. Transfer Learning for CNN in Imagr Classification task
10. Applications of AI in Computer Vision: object detection, segmentation and style transfer