The new semester registration is open!
The new semester registration is open!
Deep School Learning
Deep Learning School is an organization supported by SAMCS MIPT and Lab of Innovation (MIPT).
The purpose of our courses is to introduce students to the basic principles of Deep Learning and Neural Networks in an interactive format and with practical tasks
Why neural networks?
Almost all services of such large companies as Google, Yandex, Facebook, Microsoft use neural networks for their work. Why? Because they are extremely effective in tasks related to computer vision (e.g. Google Photo) and natural language processing (e.g. Alexa)
Why neural networks?
Almost all services of such large companies as Google, Yandex, Facebook, Microsoft use neural networks for their work. Why? Because they are extremely effective in tasks related to computer vision (e.g. Google Photo) and natural language processing (e.g. Alexa)
Who is this course for
We are doing our best to create accessible and understandable tutorials, so anyone with basic technical background can attempt to pass the course
Things you will learn
- Basics
- Data Science libraries
- Jupyter
- Google Colaboratory
- Deep Learning Frameworks
- Linear Algebra
- Optimization Theory
- Computational Mathematics
- Metric-based algorithms
- Linear models
- Perceptron
- Neuron
- Fully Connected Networks
- Multi Layered Perceptron
- Image classification
- Neural Image segmentation
- Object detection
- Style transfer
Course info
Stay in touch!
Our contact e-mail: dlphystech@gmail.com
Check our VK group, YouTube-channel and Github-repo:
Any questions left?
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