Academic

Some academic stuff that displays my background and might be helpful for others.

These are materials of some courses completed at MIPT.

Note. A portion of these is due to the contributions of my several coursemates.

Computer Science

Metaprogramming
- Course repository
- Homework
Machine Learning (basic)
- Course repository
- Homework
Machine Learning (advanced)
- Course repository
- Homework
Python
- Homework
Databases
- Course project
Data Structures and Algorithms
- Homework
Java
- Course website
- Homework
Formal Languages
- Homework (code only)
Computer Graphics
- Homework
Parallel Computation and Distributed Systems
- Course website
- Homework

Mathematics

Functional Analysis
- Homework
Algebraic Topology
- Homework
Algebraic Topology (extra chapters)
- Homework
Cryptography
- Homework
Game Theory
- Problems
- Solutions
Methods of Optimization
- Homework
Stochastic Processes
- Some solutions
Practicum of Mathematical Statistics
- Preserved homework
Differential Equations
- Homework
Harmonic Analysis
- Homework
Multiple Integrals and Field theory
- Homework (half)
Discrete Analysis
- Lecture notes

References

Computer Science

d2l.ai is a very good book to dive into deep learning.
DL Bible 3. NLP is another comprehensive deep learning book, on NLP.
The Flask mega-tutorial is a good guide to write and deploy Flask website.
Conversations about C is the starter's guide on the language C (in Armenian).

Physics

Miscellaneous

Wiki-notes on mathematics and computer science.
Hamster's Hideout contains some materials of functional analysis and quantum physics.
Lecture Tex Club has notes of some lectures at MIPT.