nameartem Goto Github PK

followers: 104.0 following: 56.0 repos: 176.0 gists: 0.0

Name: Artem Seleznev

Type: User

Company: Magnit

Bio: CDO at Nuum #datagansta Member of NumFocus

Location: Moscow, Russia

`Hello 👋`

`Welcome to my Github! I like to write in Python 🐍 and I'm exploring Machine Learning ✨`

Tech Stack

 man nameartem
  Main role:            CDO / CDA
  Practice area:        Data Science
  Main language:        Python, C++
  Additional languages: Scala, Java
  Databases:            Oracle, DB2, Postgres, Teradata, Hadoop
  ML libs:              Scikit-learn, PyTorch, TensorFlow, CatBoost, XgBoos, LightGBM, PySpark
  Visualization libs:   Plotly, Seaborn, Bokeh, Altair, Folium(Geo)
  Favorite libs:        Kedro, FastApi, Flask, Airflow/Bonobo
  Other tech:           Docker, Git

Connect with me:

Repositories

`Repositories of my courses (where I am the author) and open source projects`

`Oткрытый курс по «Промышленная эксплуатация моделей машинного обучения»`

`Здесь представлены интересные статьи и методы, которые я попробовал или часто использую`

`Постоянно обновляемый репозиторий по настройке класстера для Hadoop/Spark (и прочих Apache инфраструктурных инструментов)`

`Репозиторий с Hadoop/Spark на Docker для инфраструктуры курсов по Анализу больших данных на Spark`

`Курс по анализу данных на Apache Spark`

`Пятницы-образовательницы от Magnit AI`

Artem Seleznev's Projects

contextual-multi-armed-bandits

cpp-project-structure

This project is structured according to C++ file structure best practices.

crontab-ui

Easy and safe way to manage your crontab file

danted

Fast script for installing & configing Danted--Socks5 Proxy Server.

dash-recipes

A collection of scripts and examples created while answering questions from the greater Dash community

data-engineer-roadmap

Learning from multiple companies in Silicon Valley. Netflix, Facebook, Google, Startups

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

datainsight

Dedicated area for the development of data insight in the area of predictive analytics from churn prediction, fraud detection, and general machine learning and artificial intelligence.

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

deployml_course

Репозиторий для открытого курса «Промышленная эксплуатация моделей машинного обучения»

diagrams

:art: Diagram as Code for prototyping cloud system architectures

dockercheatsheet

🐋 Docker Cheat Sheet 🐋

dtreeviz

A python library for decision tree visualization and model interpretation.

dvc

⚡️Data & models versioning for ML projects, make them shareable and reproducible

elasticsearch

Open Source, Distributed, RESTful Search Engine

feast

Feature Store for Machine Learning

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

financial-machine-learning

A curated list of practical financial machine learning (FinML) tools and applications in Python.

findatapy

Python library to download market data via Bloomberg, Eikon, Quandl, Yahoo etc.

finml

Hands-on ML with Financial Machine Learning Problem Sets

finrl-library

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. Please star.

flask-argon-dashboard

Flask Dashboard Argon - Open-Source Admin Panel

flask_simple_ajax

Simple AJAX and Flask

flink_training

A collection of examples to help show different ways to managing state in Apache Flink

friday-tutor

Развиваем команду и образовываемся сами)

from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

functional-programming-jargon

Jargon from the functional programming world in simple terms!

further_hypothesis_testing

Imperial College London / Graduate School / Data Science / Further Hypothesis Testing

git-the-missing-tutorial

Let's master Git

gitflowde

This repository is dedicated to the my article https://medium.com/@artemseleznev/data-engineer-data-scientist-git-flow-75cb5c603eb4

nameartem Goto Github PK

Hello 👋

Welcome to my Github! I like to write in Python 🐍 and I'm exploring Machine Learning ✨

Tech Stack

Connect with me:

Repositories

Repositories of my courses (where I am the author) and open source projects

Oткрытый курс по «Промышленная эксплуатация моделей машинного обучения»

Здесь представлены интересные статьи и методы, которые я попробовал или часто использую

Постоянно обновляемый репозиторий по настройке класстера для Hadoop/Spark (и прочих Apache инфраструктурных инструментов)

Репозиторий с Hadoop/Spark на Docker для инфраструктуры курсов по Анализу больших данных на Spark

Курс по анализу данных на Apache Spark

Пятницы-образовательницы от Magnit AI