I am a post-graduate student of the Department of Radiophysics of Kazan Federal University. At the moment, I am taking part in Ecole 42 (Paris, France).

• Погружение в Python (Moscow Institute of Physics and Technology, Mail.Ru Group)
• Crash Course on Python (Google)
• Математика и Python для анализа данных (Moscow Institute of Physics and Technology, Mail.Ru Group)
• Introduction to Data Science in Python (University of Michigan)
• Введение в машинное обучение (HSE University, Yandex School of Data Analysis)
• Neural Networks and Deep Learning (deeplearning.ai)
• SQL for Data Science (UC Davis)

My Master's thesis

• Development of algorithms for locating sound sources in a well based on multi-sensor noise measurement data using convolutional neural networks

Machine Learning and Deep Learning

• Linear Regression from scratch by Ecole42
• Logistic Regression from scratch by Ecole42
• Multilayer Perceptron from scratch by Ecole42
• Sentimental Analysis of Tweets by Ecole42 (tf-idf, bag of words, word2vec)
• Churn Prediction by Ecole42 (in progress) (mlp implementation with numpy, scikit-learn, tensorflow, keras)
• My first experience using GAN - CycleGAN: Image-to-Image Translation
• "House prices advanced regression techniques" [kaggle] - Ridge, Lasso, RandomForest, DesicionTree, kNN,CatBoost, XGBoost, GradienBoost
• "MarketingRuCode" - DecisionTree, RandomForest
• Task solutions from Neural Networks and Deep Learning by DeepLearning.AI
• Simple NLP project World Cloud from songs of band
• Machine Learning Concepts - simple examples using basic machine learning algorithms: linear regression, PCA, K-NN, etc.
• Machine Learning Tutorials - pandas, numpy, sklearn...

SQL

• Task solutions from the course Interactive SQL Simulator

Algorithms and Data Structures

• Leet Code Solutions
• CodeWars Solutions

C/C++

• Learn CPP by Ecole42
• Task solutions from courses Introduction to C++ programming and "Fundamentals of programming in C. Tasks"
• Using pipe in C by Ecole42
• Simple Library in C by Ecole42
• PrintNextLine by Ecole42
• SimplePrintf by Ecole42

Web

• Server with Docker by Ecole42 - docker + nginx + php-fpm + wordpress + mariadb
• System Administration with docker-compose by Ecole42 - docker-compose + nginx + php-fpm + wordpress + mariadb
• Learn to Layout - a simple project using css and html
• SimpleWebWithDjango

Internet of Things

• IoTSamsungProject