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Alex Nikitin's Projects

ab_testing_advanced_course icon ab_testing_advanced_course

A/B testing statistics, design, increasing sensitivity, multiple experiments comparison, traffic splitting and full A/B testing pipeline in Python

ab_testing_by_google_udacity icon ab_testing_by_google_udacity

My notes on Online Experiment Design and Analysis Course by Google. The course covers how to choose and characterize metrics to evaluate your experiments, how to design an experiment with enough statistical power, how to analyze the results and draw valid conclusions.

algorithms_by_google_udacity icon algorithms_by_google_udacity

This course will introduce you to common data structures and algorithms in Python. You'll review frequently-asked technical interview questions and learn how to structure your responses.

algorithms_training icon algorithms_training

Notebooks containing my personal notes and code from the Yandex Algorithms Training course.

cs_path_codecademy icon cs_path_codecademy

This repository is for completed projects and code snippets from Codecademy Computer Science Career Path: https://www.codecademy.com/learn/paths/computer-science

data_analysis_course icon data_analysis_course

Tasks and projects solved while passing a Data Analysis course: Python, Pandas, Numpy, Seaborn, Google APIs, Git, Airflow, SQL, ClickHouse, PostgreSQL, Redash, Supersеt, Statistics, A/B-tests, Bootstrapping, Amplitude, Tableau, DAU, MAU, ARPU, LTV, Retention and other metrics.

data_analysis_portfolio icon data_analysis_portfolio

This is a repository that I have created to showcase skills, share projects and track my progress in Data Analytics / Data Science related topics.

data_analysis_tinkoff_msu icon data_analysis_tinkoff_msu

Open Data Analysis Course for Moscow State University students by Tinkoff Education 2021: SQL, Python, data visualization, A/B tests, data interpretation, models, logistic regression, mobile analytics, random forest, etc..

google_python_class icon google_python_class

The repo contains code for excersices completed by me during Google's Python Class (link to the Class is in the README file).

jetbrains_python_developer icon jetbrains_python_developer

This repository is for completed projects from JetBrains Python Developer track: https://hyperskill.org/tracks/2

learning_sql icon learning_sql

My solutions to exercises from various SQL learning courses and platforms

side_projects icon side_projects

This repository is for various side projects and code snippets I had fun with during mine coding learning journey.

sklearn_ml_course icon sklearn_ml_course

Machine Learning in Python with scikit-learn by France Université Numérique

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