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100-days-of-ml-code

100 Days of ML Coding

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

awesome-mlops

A curated list of references for MLOps

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bamboolib

bamboolib - a GUI for pandas dataframes. Stop googling pandas commands

business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations.

byteps

A high performance and general PS framework for distributed training

cheatsheets

Official Matplotlib cheat sheets

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

cookbook

The Data Engineering Cookbook

course-nlp

A Code-First Introduction to NLP course

course-python-data-science

course-v3

The 3rd edition of course.fast.ai

dask-tutorial

Dask tutorial

data-engineer-roadmap

Roadmap to becoming a data engineer in 2020

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science--cheat-sheet

Cheat Sheets

data-science-career

Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository

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.

data-science-learning-resources

A collection of machine learning resources that I've found helpful (I only post what I've read!)

data-scientist-roadmap

Toturial coming with "data science roadmap" graphe.

datascience

Curated list of Python resources for data science.

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning-models

A collection of various deep learning architectures, models, and tips