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002_machinelearning_ebook

100-numpy-exercises

A collection of 100 NumPy exercises (created by user rougier) that I completed at Byte Academy.

100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

2015

Public material for CS109

26-weeks-of-data-science

Email Newsletter

academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

advanced_training

Advanced Scikit-learn training session

ai_books

Books related to Artificial Intelligence, Machine Learning, Deep Learning and Neural Networks

algorithms-and-coding-interviews

Open source content from a book in progress, Hands-on Algorithmic Problem Solving

algorithms101

A collection of commonly asked about data structures and algorithms for technical interviews

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazonsagemakercourse

SageMaker Course Material

apache-hive-essentials-second-edition

Apache Hive Essentials, Second Edition published by Packt

aqi-project

arcgis-cookbook

Chef cookbooks for ArcGIS

arcgis-python-api

Documentation and samples for ArcGIS API for Python

argoverse-api

Official GitHub repository for Argoverse dataset

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

aviva_datwarehouse

turrururt

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-datascience

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

awesome-mlops

A curated list of references for MLOps

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

aws-cli

Universal Command Line Interface for Amazon Web Services

aws-ml-vision-end2end

Content consists of Jupyter Notebook tutorials walking through deep learning Frameworks (MXNet, Gluon) to Platforms (SageMaker, DeepLens) for common CV use-cases

aws-toolkit-jetbrains

AWS Toolkit for JetBrains - a plugin for interacting with AWS from JetBrains IDEs

aws_sagemaker

azure-sql-database-samples

Azure SQL Database Samples and Reference Implementation Repository