Mikhail Rozhkov's repositories
MLOps-demo-project
The goal is to test and demonstrate Reproducible Experimentation and Pipeline Automation for a table-based machine learning project.
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
ml-lessons
Intro to deep learning for medical imaging lesson, by MD.ai
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
timeseries_sensors_classiffication
Timeseries classification
Business-Analytics-Using-Statistical-Modeling
BASM - 2017 Spring
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
course-checkpoints-project
This is the project we use for the DVC educational course to demonstrate how checkpoints work.
dsnotes
Notes on Data Science and Machine Learning topics
dvc-1-get-started
Data Version Control (DVC) tutorial 1. Get Started
fastai-docker
Fast.ai 2 course complete docker container
feature-engineering-book
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
feature-factory
Accelerator to rapidly deploy customized features for your business
hypothetical
Hypothesis and statistical testing in Python
MML-Companion
This is a companion to the โMathematical Foundationsโ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.
nd101-c2-landmarks-starter
Project 2 for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Practical_DL
DL course taught by Victor Lempitsky
Practical_RL
A course in reinforcement learning in the wild
project-template
An awesome ๐๐ถ๐๐ต๐๐ฏ ๐ง๐ฒ๐บ๐ฝ๐น๐ฎ๐๐ฒ for any project!๐ Quickstart your projects and get control over your community.๐ฅ It includes ๐ข๐ฌ๐ฌ๐ฎ๐ ๐ญ๐๐ฆ๐ฉ๐ฅ๐๐ญ๐๐ฌ, ๐ฅ๐๐๐๐ฅ๐ฌ, ๐ฉ๐๐ซ๐ฌ๐จ๐ง๐๐ฅ๐ข๐ณ๐๐ ๐ซ๐๐๐๐ฆ๐, ๐๐ข๐ญ๐ก๐ฎ๐ ๐๐จ๐ญ๐ฌ, and much more!! ๐คฉ
react-material-admin
โ๏ธReact Material Admin is a React template built with Material-UI
rl-experiments
Experimenting with Reinforcement Learning algorithms