awesome-datascience

(+25k developers) is trying to help disaster response using artificial intelligence. Everything is open-sourced

you can run on the browser with IPython

#tidytuesday

A weekly data project aimed at the R ecosystem

Tutorial on Python time-series model deployment

AI Expert Roadmap

Roadmap to becoming an Artificial Intelligence Expert

Convex Optimization (basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory...)

1000+ free online Data Science courses

Introduction to machine learning covering basic theory, algorithms and applications

Learn about Data Science, Machine Learning, Python etc

Learn how to monitor and root-cause production ML issues

Free Course and Certification for building an end-to-end machine using W&B

Start your journey to machine learning with Python, one of the most powerful programming languages

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

MLSys-NYU-2022

Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022

Hands-on Train and Deploy ML

A hands-on course to train and deploy a serverless API that predicts crypto prices

Learn to build modern software with LLMs using the newest tools and techniques in the field

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

Free resources and learn what data science is and how it’s used in different industries

Linear Algebra course by Gilbert Strang

is an intermediate/advanced level specialization focused on Recommender System on the Coursera platform

datacompy

DataComPy is a package to compare two Pandas DataFrames

github.com

An open source data visualization platform helping everyone to create simple, correct and embeddable charts. Also at

Early Access

&

free eBook sampler

free eBook sampler

Early access

Early Access

Early access

Early access

free e-book comprehended by an online course

Early access

Free Download

Free Download

Free Download

Free Download

Free Download

Free Download

Convex Optimization book by Stephen Boyd - Free Download

Early Access

Early access

Early Access

Early Access

Free HTML version

Free Download

Early Access

Early Access

Early Access

Early Access

by David Mertz

Free GitHub version

Free Download

Early Access

Early Access

Download Page

International Conference on Machine Learning

The Genetic and Evolutionary Computation Conference (GECCO)

an international journal devoted to applications of statistical methods at large

Like Hacker News, but for data

Data Science related publications on medium

-Genetic Algorithm related Publications towards Data Science

The AI/ML/Big Data news aggregator platform

. A weekly newsletter to keep up to date with AI, machine learning, and data science.

. A weekly newsletter about data-related things.

. A newsletter about data science.

Wes McKinney Archives

Mining The Social Web

Greg Reda Personal Blog

Kevin Davenport Personal Blog

Recurse Center alumna

Personal Web Page

Personal Web Page

Personal Web Page

Personal Web Page

Personal Blog

Personal Blog

AllThings Data Sciene

Tech Blog on Master Data Management And Every Buzz Surrounding It

The Open Source Data Science Masters

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

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

by Peter Skomoroch. MACHINE LEARNING, DATA MINING, AND MORE

Data Science Questions and Answers from experts

a PhD student at Berkeley

a technology guy with a penchant for the web and for data, big and small

about helping professional programmers confidently apply machine learning algorithms to address complex problems

Personal Blog

Weekly News Blog

Data Science Blog

R Bloggers

Big data

Yet Another Data Blog

a data scientist at . I handle the whole data pipeline, from tracking to model-building to reporting

Data Mining, Analytics, Big Data, Data, Science not a blog a portal

Personal Blog

is building the data scientist culture

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

Magnus Notitia

How a Social Scientist Jumps into the World of Big Data

Thoughts on Statistical Computing and Visualization

Learning To Be A Data Scientist

Musings on data science, machine learning, and stats

- Chris Said's science blog

Visualization and Statistics

A Machine Learning Craftsmanship Blog

Handbook and recipes for data-driven solutions of real-world problems

A blog on the newly emerging data economy

A blog with resources for data science learners

A full-fledged website about data science and analytics study material

Focused on Web Analytics

Data science tutorials for beginners!

Blog for understanding Neural Networks!

Blog for NLP and transfer learning!

Dedicated to clear explanations of machine learning!

Data Science and AI notes

Data Science with Esoteric programming languages

Blog for Evolutionary Algorithms

Review and extract key concepts from academic papers

Data Science notebooks

All things Deep and Shallow in Data Science

Data science blog

ML Engineering, MLOps, and the use of ML in startups

Data science blog

ML,DL,Data Science blog

Data Science with Python

ML, DL and Data Science

ML, DL and Data Science

Data Science Education

The Economist's Data Editor and co-author of Big Data ( )

Organizer of

Data science instructor, and founder of

Visualization & interaction designer. Practical cyclist. Author of vis books:

Data Science @ PayPal. #NLP, #machinelearning; PhD, Carnegie Mellon alumni (Blog: )

– 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

— Beautiful posts on DS/ML theme with video or graphic visualization

– Daily ML news

A visual guide to Becoming a Data Scientist in 8 Steps by

Mindmap on required skills ( )

Swami Chandrasekaran made a

by via

By

Different Data Science Skills and Roles from by Springboard

A simple and friendly way of teaching your non-data scientist/non-statistician colleagues . From Geckoboard's

Specific datasets for aircraft and Automatic Dependent Surveillance-Broadcast (ADS-B) sources

The home of the U.S. Government's open data

Navigate the world of public data - Quickly search and analyze billions of public records published by governments, companies and organizations

Nasdaq Data Link A premier source for financial, economic and alternative datasets

Connecting people with data for Philadelphia

Sample movie (with ratings), book and wiki datasets

contains data sets good for machine learning

by

(related: )

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

Institute for Health Metrics and Evaluation - a catalog of health and demographic datasets from around the world and including IHME results

an open source tool for running arbitrary queries against public data from the Stack Exchange network

a collection of open Reddit datasets

awesome-awesomeness

Other amazingly awesome lists can be found in the