Track Awesome Datascience Updates Weekly
:memo: An awesome Data Science repository to learn and apply for real world problems.
🏠 Home · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor · 😺 academic/awesome-datascience · ⭐ 25K · 🏷️ Computer Science
Nov 25 - Dec 01, 2024
Tutorials
Nov 11 - Nov 17, 2024
MOOC's
Podcasts / Book Deals (Affiliated) 🛍
Comics / Book Deals (Affiliated) 🛍
Oct 28 - Nov 03, 2024
Tutorials
Free Courses
- Data Science Course By IBM - Free resources and learn what data science is and how it’s used in different industries.
Oct 14 - Oct 20, 2024
MOOC's
General Machine Learning Packages / Deep Learning architectures
Deep Learning Packages / Visualization Tools
Podcasts / Book Deals (Affiliated) 🛍
Aug 12 - Aug 18, 2024
Books / Visualization Tools
Jul 01 - Jul 07, 2024
Comparison / Deep Learning architectures
Jun 03 - Jun 09, 2024
Comparison / Three kinds of Machine Learning Systems
- datacompy (⭐485) - DataComPy is a package to compare two Pandas DataFrames.
May 13 - May 19, 2024
Free Courses
- Prompt Engineering for Vision Models - Learn to prompt cutting-edge computer vision models with natural language, coordinate points, bounding boxes, segmentation masks, and even other images in this free course from DeepLearning.AI.
Apr 22 - Apr 28, 2024
General Machine Learning Packages / Deep Learning architectures
Mar 18 - Mar 24, 2024
Free Courses
- LLMOps: Building Real-World Applications With Large Language Models - Learn to build modern software with LLMs using the newest tools and techniques in the field.
Jan 22 - Jan 28, 2024
Deep Learning Packages / Visualization Tools
Dec 11 - Dec 17, 2023
Other Awesome Lists / Book Deals (Affiliated) 🛍
Oct 30 - Nov 05, 2023
Comparison / Unsupervised Learning
Comparison / Data Mining Algorithms
Deep Learning Packages / PyTorch Ecosystem
Datasets / Book Deals (Affiliated) 🛍
Oct 23 - Oct 29, 2023
Tutorials
Comparison / Supervised Learning
Comparison / Unsupervised Learning
Comparison / Semi-Supervised Learning
Comparison / Reinforcement Learning
YouTube Videos & Channels / Book Deals (Affiliated) 🛍
Oct 02 - Oct 08, 2023
Colleges
Algorithms / Three kinds of Machine Learning Systems
- Based on training with human supervision
- Based on learning incrementally on fly
- Based on data points comparison and pattern detection
Comparison / Supervised Learning
Comparison / Unsupervised Learning
Comparison / Deep Learning architectures
Books / Visualization Tools
Bloggers / Book Deals (Affiliated) 🛍
- Akhil Soni - ML, DL and Data Science
- Akhil Soni - ML, DL and Data Science
Sep 18 - Sep 24, 2023
Books / Visualization Tools
- An Introduction to Statistical Learning - Download Page
Sep 11 - Sep 17, 2023
Free Courses
- MLSys-NYU-2022 (⭐367) - Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.
- Hands-on Train and Deploy ML (⭐756) - A hands-on course to train and deploy a serverless API that predicts crypto prices.
Jun 19 - Jun 25, 2023
Free Courses
- Python for Data Science by Scaler - This course is designed to empower beginners with the essential skills to excel in today's data-driven world. The comprehensive curriculum will give you a solid foundation in statistics, programming, data visualization, and machine learning.
MOOC's
May 22 - May 28, 2023
Tutorials
Bloggers / Book Deals (Affiliated) 🛍
- Santiago Basulto - Data Science with Python
Apr 17 - Apr 23, 2023
MOOC's
Books / Visualization Tools
- Julia for Data Science - Early Access
Apr 03 - Apr 09, 2023
Books / Visualization Tools
- Software Engineering for Data Scientists - Early Access
Other Awesome Lists / Book Deals (Affiliated) 🛍
Mar 13 - Mar 19, 2023
Deep Learning Packages / Visualization Tools
Mar 06 - Mar 12, 2023
Free Courses
- Python for Machine Learning - Start your journey to machine learning with Python, one of the most powerful programming languages.
Datasets / Book Deals (Affiliated) 🛍
Feb 27 - Mar 05, 2023
Books / Visualization Tools
- Regular Expression Puzzles and AI Coding Assistants by David Mertz
Feb 20 - Feb 26, 2023
Disaster
- deprem-ml AYA: Açık Yazılım Ağı (+25k developers) is trying to help disaster response using artificial intelligence. Everything is open-sourced afet.org.
Jan 30 - Feb 05, 2023
General Machine Learning Packages / Deep Learning architectures
Jan 23 - Jan 29, 2023
Free Courses
- ML Observability Fundamentals - Learn how to monitor and root-cause production ML issues.
- Weights & Biases Effective MLOps: Model Development - Free Course and Certification for building an end-to-end machine using W&B
Jan 16 - Jan 22, 2023
Other Awesome Lists / Book Deals (Affiliated) 🛍
Nov 28 - Dec 04, 2022
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
Oct 31 - Nov 06, 2022
Comparison / Supervised Learning
Comparison / Unsupervised Learning
Oct 24 - Oct 30, 2022
Comparison / Supervised Learning
- Classification
Books / Visualization Tools
- Foundations of Data Science Free Download
Datasets / Book Deals (Affiliated) 🛍
- ADS-B Exchange - Specific datasets for aircraft and Automatic Dependent Surveillance-Broadcast (ADS-B) sources.
Oct 17 - Oct 23, 2022
Free Courses
- Kaggle - Learn about Data Science, Machine Learning, Python etc
General Machine Learning Packages / Deep Learning architectures
Books / Visualization Tools
Slack Communities / Book Deals (Affiliated) 🛍
Oct 10 - Oct 16, 2022
Tutorials
- 1000 Data Science Projects you can run on the browser with IPython.
- #tidytuesday (⭐6.9k) A weekly data project aimed at the R ecosystem.
- Realtime deployment Tutorial on Python time-series model deployment.
Free Courses
- AI Expert Roadmap (⭐29k) - Roadmap to becoming an Artificial Intelligence Expert
- Convex Optimization - Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)
- Skillcombo - Data Science - 1000+ free online Data Science courses
- Learning from Data - Introduction to machine learning covering basic theory, algorithms and applications
MOOC's
Intensive Programs
Colleges
Comparison / Supervised Learning
Comparison / Semi-Supervised Learning
- S3VM
Books / Visualization Tools
Journals, Publications and Magazines / Book Deals (Affiliated) 🛍
- ICML - International Conference on Machine Learning
- GECCO - The Genetic and Evolutionary Computation Conference (GECCO)
- Journal of Data Science - an international journal devoted to applications of statistical methods at large
- datatau.com/news - Like Hacker News, but for data
- Medium Data Science Topic - Data Science related publications on medium
- Towards Data Science Genetic Algorithm Topic -Genetic Algorithm related Publications towards Data Science
- all AI news - The AI/ML/Big Data news aggregator platform
Newsletters / Book Deals (Affiliated) 🛍
- AI Digest. A weekly newsletter to keep up to date with AI, machine learning, and data science. Archive.
- The Analytics Engineering Roundup. A newsletter about data science. Archive.
Podcasts / Book Deals (Affiliated) 🛍
Presentations / Book Deals (Affiliated) 🛍
YouTube Videos & Channels / Book Deals (Affiliated) 🛍
- Data School - Data Science Education
Telegram Channels / Book Deals (Affiliated) 🛍
- Loss function porn — Beautiful posts on DS/ML theme with video or graphic visualization.
Hobby / Book Deals (Affiliated) 🛍
Oct 03 - Oct 09, 2022
Books / Visualization Tools
- Interpretable Machine Learning: A Guide for Making Black Box Models Explainable - Free GitHub version
Sep 12 - Sep 18, 2022
MOOC's
Sep 05 - Sep 11, 2022
Bloggers / Book Deals (Affiliated) 🛍
- Aditi Rastogi - ML,DL,Data Science blog
Aug 29 - Sep 04, 2022
Books / Book Deals (Affiliated) 🛍
Aug 15 - Aug 21, 2022
Books / Book Deals (Affiliated) 🛍
Jul 25 - Jul 31, 2022
MOOC's
- Recommender Systems Specialization from University of Minnesota is an intermediate/advanced level specialization focused on Recommender System on the Coursera platform.
Jun 06 - Jun 12, 2022
Books / Visualization Tools
- How to Lead in Data Science - Early Access
- Casual Inference for Data Science - Early Access
May 30 - Jun 05, 2022
Books / Visualization Tools
Bloggers / Book Deals (Affiliated) 🛍
- Datawrangling by Peter Skomoroch. MACHINE LEARNING, DATA MINING, AND MORE
- Data Science 101 - Learning To Be A Data Scientist
Datasets / Book Deals (Affiliated) 🛍
- NASDAQ:DATA - Nasdaq Data Link A premier source for financial, economic and alternative datasets.
May 09 - May 15, 2022
Books / Visualization Tools
- Julia for Data Analysis - Early Access
Mar 07 - Mar 13, 2022
Datasets / Book Deals (Affiliated) 🛍
- SocialGrep - a collection of open Reddit datasets.
Feb 14 - Feb 20, 2022
MOOC's
General Machine Learning Packages / Deep Learning architectures
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Essential Natural Language Processing - Early access
- Mining Massive Datasets - free e-book comprehended by an online course
- Global Optimization Algorithms: Theory and Application - Free Download
- Genetic Algorithms and Evolutionary Computation - Free Download
- Artificial Intelligence: Foundations of Computational Agents, 2nd Edition - Free HTML version
- Data Mesh in Action - Early Access
Bloggers / Book Deals (Affiliated) 🛍
- Wes McKinney - Wes McKinney Archives.
- Greg Reda - Greg Reda Personal Blog
- Kevin Davenport - Kevin Davenport Personal Blog
- Julia Evans - Recurse Center alumna
- Sean J. Taylor - Personal Web Page
- Drew Conway - Personal Web Page
- Noah Iliinsky - Personal Blog
- Matt Harrison - Personal Blog
- Prash Chan - Tech Blog on Master Data Management And Every Buzz Surrounding It
- Clare Corthell - The Open Source Data Science Masters
- Paul Miller Based in the UK and working globally, Cloud of Data's consultancy services help clients understand the implications of taking data and more to the Cloud.
- Quora Data Science - Data Science Questions and Answers from experts
- Louis Dorard a technology guy with a penchant for the web and for data, big and small
- Machine Learning Mastery about helping professional programmers confidently apply machine learning algorithms to address complex problems.
- Daniel Forsyth - Personal Blog
- Revolution Analytics - Data Science Blog
- Yet Another Data Blog Yet Another Data Blog
- Spenczar a data scientist at Twitch. I handle the whole data pipeline, from tracking to model-building to reporting.
- KD Nuggets Data Mining, Analytics, Big Data, Data, Science not a blog a portal
- Meta Brown - Personal Blog
- Data Scientist is building the data scientist culture.
- Tevfik Kosar - Magnus Notitia
- New Data Scientist How a Social Scientist Jumps into the World of Big Data
- Harvard Data Science - Thoughts on Statistical Computing and Visualization
- P-value - Musings on data science, machine learning, and stats.
- Data Mania Blog - The File Drawer - Chris Said's science blog
- FlowingData - Visualization and Statistics
- i am trask - A Machine Learning Craftsmanship Blog
- Dataconomy - A blog on the newly emerging data economy
- Springboard - A blog with resources for data science learners
- Data School - Data science tutorials for beginners!
- Colah's Blog - Blog for understanding Neural Networks!
- Sebastian's Blog - Blog for NLP and transfer learning!
- Distill - Dedicated to clear explanations of machine learning!
Facebook Accounts / Book Deals (Affiliated) 🛍
Data Science Competitions / Book Deals (Affiliated) 🛍
Datasets / Book Deals (Affiliated) 🛍
- enigma.com - Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations.
- UC Irvine Machine Learning Repository - contains data sets good for machine learning
- ClimateData.us (related: U.S. Climate Resilience Toolkit)
- GHDx - Institute for Health Metrics and Evaluation - a catalog of health and demographic datasets from around the world and including IHME results
- StackExchange Data Explorer - an open source tool for running arbitrary queries against public data from the Stack Exchange network.
Other Awesome Lists / Book Deals (Affiliated) 🛍
Jan 03 - Jan 09, 2022
General Machine Learning Packages / Deep Learning architectures
Dec 27 - Jan 02, 2021
Deep Learning Packages / Visualization Tools
Nov 22 - Nov 28, 2021
Books / Visualization Tools
- Graph Algorithms for Data Science - Early Access
Oct 25 - Oct 31, 2021
Books / Visualization Tools
- Designing Cloud Data Platforms - Early Access
Oct 18 - Oct 24, 2021
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
Bloggers / Book Deals (Affiliated) 🛍
- Maria Khalusova - Data science blog
Datasets / Book Deals (Affiliated) 🛍
- MapLight - provides a variety of data free of charge for uses that are freely available to the general public. Click on a data set below to learn more
Oct 11 - Oct 17, 2021
Books / Visualization Tools
Oct 04 - Oct 10, 2021
MOOC's
Books / Visualization Tools
- Regression, a Friendly guide - Early Access
Comics / Book Deals (Affiliated) 🛍
Sep 27 - Oct 03, 2021
Books / Visualization Tools
Bloggers / Book Deals (Affiliated) 🛍
- Chip Huyen's Blog - ML Engineering, MLOps, and the use of ML in startups
Aug 23 - Aug 29, 2021
Books / Visualization Tools
Aug 09 - Aug 15, 2021
Other Awesome Lists / Book Deals (Affiliated) 🛍
Aug 02 - Aug 08, 2021
Bloggers / Book Deals (Affiliated) 🛍
- Loic Tetrel - Data science blog
Jul 19 - Jul 25, 2021
Books / Visualization Tools
Other Awesome Lists / Book Deals (Affiliated) 🛍
Jun 21 - Jun 27, 2021
Books / Visualization Tools
Jun 14 - Jun 20, 2021
Deep Learning Packages / Visualization Tools
Apr 26 - May 02, 2021
Books / Visualization Tools
Datasets / Book Deals (Affiliated) 🛍
Mar 22 - Mar 28, 2021
Data Science Competitions / Book Deals (Affiliated) 🛍
Mar 15 - Mar 21, 2021
Deep Learning Packages / PyTorch Ecosystem
Bloggers / Book Deals (Affiliated) 🛍
- Deep and Shallow - All things Deep and Shallow in Data Science
Feb 22 - Feb 28, 2021
Bloggers / Book Deals (Affiliated) 🛍
- nbshare - Data Science notebooks
Feb 01 - Feb 07, 2021
Datasets / Book Deals (Affiliated) 🛍
Dec 28 - Jan 03, 2020
Books / Visualization Tools
- Machine Learning Bookcamp - Early access
Slack Communities / Book Deals (Affiliated) 🛍
Datasets / Book Deals (Affiliated) 🛍
Other Awesome Lists / Book Deals (Affiliated) 🛍
Dec 14 - Dec 20, 2020
MOOC's
Dec 07 - Dec 13, 2020
Bloggers / Book Deals (Affiliated) 🛍
- Jingles - Review and extract key concepts from academic papers
Nov 23 - Nov 29, 2020
Books / Visualization Tools
Nov 02 - Nov 08, 2020
MOOC's
- Linear Algebra - Linear Algebra course by Gilbert Strang
General Machine Learning Packages / Deep Learning architectures
Deep Learning Packages / PyTorch Ecosystem
Deep Learning Packages / TensorFlow Ecosystem
Deep Learning Packages / Keras Ecosystem
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Convex Optimization - Convex Optimization book by Stephen Boyd - Free Download
Other Awesome Lists / Book Deals (Affiliated) 🛍
Oct 26 - Nov 01, 2020
MOOC's
Deep Learning Packages / Visualization Tools
Books / Visualization Tools
- Evolutionary Algorithms - Free Download
- Advances in Genetic Programming, Vol. 3 - Free Download
Bloggers / Book Deals (Affiliated) 🛍
- Data Science London Data Science London is a non-profit organization dedicated to the free, open, dissemination of data science. We are the largest data science community in Europe. We are more than 3,190 data scientists and data geeks in our community.
- Analytics Vidhya - A full-fledged website about data science and analytics study material.
- Chris Albon's Website - Data Science and AI notes
Data Science Competitions / Book Deals (Affiliated) 🛍
Datasets / Book Deals (Affiliated) 🛍
- data.gov - The home of the U.S. Government's open data
- Open Data Philly Connecting people with data for Philadelphia
- grouplens.org Sample movie (with ratings), book and wiki datasets
Other Awesome Lists / Book Deals (Affiliated) 🛍
- Other amazingly awesome lists can be found in the awesome-awesomeness (⭐32k)
Oct 19 - Oct 25, 2020
Books / Visualization Tools
- Exploring Data Science - free eBook sampler
- Exploring the Data Jungle - free eBook sampler
- Math for Programmers Early access
- R in Action, Third Edition Early Access
- Data Science Bookcamp Early access
- Pandas in Action - Early access
- Advances in Evolutionary Algorithms - Free Download
- Genetic Programming: New Approaches and Successful Applications - Free Download
GitHub Groups / Book Deals (Affiliated) 🛍
Jul 20 - Jul 26, 2020
Bloggers / Book Deals (Affiliated) 🛍
- floydhub - Blog for Evolutionary Algorithms
Dec 09 - Dec 15, 2019
Bloggers / Book Deals (Affiliated) 🛍
- Andrew Carr - Data Science with Esoteric programming languages
Mar 11 - Mar 17, 2019
Telegram Channels / Book Deals (Affiliated) 🛍
- Open Data Science – First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former.
- Machinelearning – Daily ML news.
Feb 06 - Feb 12, 2017
Bloggers / Book Deals (Affiliated) 🛍
- Matthew Russell - Mining The Social Web.
- Hakan Kardas - Personal Web Page
- Hilary Mason - Personal Web Page
- Vamshi Ambati - AllThings Data Sciene
- Siah a PhD student at Berkeley
- Data Science Weekly - Weekly News Blog
- R Bloggers - R Bloggers
- The Practical Quant Big data
- WhatSTheBigData is some of, all of, or much more than the above and this blog explores its impact on information technology, the business world, government agencies, and our lives.
- Vademecum of Practical Data Science - Handbook and recipes for data-driven solutions of real-world problems
- Occam's Razor - Focused on Web Analytics.
Jun 06 - Jun 12, 2016
Facebook Accounts / Book Deals (Affiliated) 🛍
Jan 18 - Jan 24, 2016
Facebook Accounts / Book Deals (Affiliated) 🛍
Nov 30 - Dec 06, 2015
Facebook Accounts / Book Deals (Affiliated) 🛍
Aug 04 - Aug 10, 2014
Facebook Accounts / Book Deals (Affiliated) 🛍
Jul 28 - Aug 03, 2014
Facebook Accounts / Book Deals (Affiliated) 🛍