Data Science - 9 Steps Courses, A Specialization on Coursera

Data Mining - 5 Steps Courses, A Specialization on Coursera

Machine Learning – 5 Steps Courses, A Specialization on Coursera

Statistical Thinking for Data Science and Analytics by Edx

Microsoft Professional Program for Data Science

COMP3222/COMP6246 - Machine Learning Technologies

CS 231 - Convolutional Neural Networks for Visual Recognition

Coursera Natural Language Processing Specialization

Linear Algebra - Linear Algebra course by Gilbert Strang

A 2020 Vision of Linear Algebra (G. Strang)

Python for Data Science Foundation Course

Data Science: Statistics & Machine Learning

Machine Learning Engineering for Production (MLOps)

Recommender Systems Specialization from University of Minnesota is an intermediate/advanced level specialization focused on Recommender System on Coursera Plaform.

A list of colleges and universities offering degrees in data science.

MS in Computer Information Systems @ Boston University

M.S. Management & Data Science @ Leuphana

Master of Data Science @ Melbourne University

Msc in Data Science @ The University of Edinburgh

Master of Management Analytics @ Queen's University

Master of Data Science @ Illinois Institute of Technology

Master of Applied Data Science @ The University of Michigan 

Master Data Science and Artificial Intelligence @ Eindhoven University of Technology

Kevin Davenport - Kevin Davenport 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.

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.

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

Quora Data Science - Data Science Questions and Answers from experts

Data Science Report MDS, Inc. Helps Build Careers in Data Science, Advanced Analytics, Big Data Architecture, and High Performance Software Engineering

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

Machine Learning Mastery about helping professional programmers to confidently apply machine learning algorithms to address complex problems.

Datascope Analytics data-driven consulting and design

Yet Another Data Blog Yet Another Data Blog

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

Data Scientist is building the data scientist culture.

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.

New Data Scientist How a Social Scientist Jumps into the World of Big Data

Harvard Data Science - Thoughts on Statistical Computing and Visualization

Data Science 101 - Learning To Be A Data Scientist

P-value - Musings on data science, machine learning and stats.

FlowingData - Visualization and Statistics

i am trask - A Machine Learning Craftsmanship Blog

Vademecum of Practical Data Science - Handbook and recipes for data-driven solutions of real-world problems

Dataconomy - A blog on the new emerging data economy

Springboard - A blog with resources for data science learners

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

Occam's Razor - Focused on Web Analytics.

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!

Chris Albon's Website - Data Science and AI notes

Andrew Carr - Data Science with Esoteric programming languages

floydhub - Blog for Evolutionary Algorithms

Jingles - Review and extract key concepts from academic papers

Deep and Shallow - All things Deep and Shallow in Data Science

Chip Huyen's Blog - ML Engineering, MLOps, and the use of ML in startups

1000 Data Science Projects you can run on browser with ipyton.

#tidytuesday A weekly data project aimed at the R ecosystem.

Machine Learning, Data Science and Deep Learning with Python 

Your Guide to Latent Dirichlet Allocation

Over 1000 Data Science Online Courses at Classpert Online Search Engine

Tutorials of source code from the book Genetic Algorithms with Python by Clinton Sheppard

Tutorials to get started on signal processings for machine learning

Realtime deployment Tutorial on Python time-series model deployment.

Python for Data Science: A Beginner’s Guide 

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

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

quandl.com - Get the data you need in the form you want; instant download, API or direct to your app.

A Deep Catalog of Human Genetic Variation

A community-curated database of well-known people, places, and things

Open Data Philly Connecting people with data for Philadelphia

grouplens.org Sample movie (with ratings), book and wiki datasets

UC Irvine Machine Learning Repository - contains data sets good for machine learning

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

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

St. Louis Federal Reserve Economic Data - FRED

New Zealand Institute of Economic Research – Data1850

NASA SocioEconomic Data and Applications Center - SEDAC

StackExchange Data Explorer - an open source tool for running arbitrary queries against public data from the Stack Exchange network.

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

DataTalks.Club. A weekly newsletter about data-related things. 

The Analytics Engineering Roundup. A newsletter about data science. 

Other amazingly awesome lists can be found in the

awesome-Machine Learning & Deep Learning Tutorials

Glossary of common statistics and ML terms

Awesome Drug Synergy, Interaction and Polypharmacy Prediction

AI Expert Roadmap - 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…)

Intro to Data Science for Enterprise Big Data

The Science of a Great Career in Data Science

Building Data Start-Ups: Fast, Big, and Focused

How to win data science competitions with Deep Learning

Analytics, Data Mining, Predictive Modeling, Artificial Intelligence

Big Data, Data Science, Data Mining & Statistics

Data Mining/Big Data - Social Network Ana

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.

Loss function porn — Beautiful posts on DS/ML theme with video or graphic vizualization.

Andrew Ng: Deep Learning, Self-Taught Learning and Unsupervised Feature Learning

Data36 - Data Science for Beginners by Tomi Mester

Deep Learning: Intelligence from Big Data

Interview with Google's AI and Deep Learning 'Godfather' Geoffrey Hinton

Introduction to Deep Learning with Python

What is machine learning, and how does it work?

Neural Nets for Newbies by Melanie Warrick (May 2015)

Neural Networks video series by Hugo Larochelle

Google DeepMind co-founder Shane Legg - Machine Super Intelligence

Mildlyoverfitted - Tutorials on intermediate ML/DL topics

mlops.community - Interviews of industry experts about production ML

ML Street Talk - Unabashedly technical and non-commercial, so you will hear no annoying pitches.

Ask Dr Chong: How to Lead in Data Science - Part 1

Ask Dr Chong: How to Lead in Data Science - Part 2

Ask Dr Chong: How to Lead in Data Science - Part 3

Ask Dr Chong: How to Lead in Data Science - Part 4

Ask Dr Chong: How to Lead in Data Science - Part 5

Ask Dr Chong: How to Lead in Data Science - Part 6

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 onTowards Data Science

Repository of DATA SCIENCE Resources in December 2024

Select category under data-science projects and apps that you are looking to build in December 2024

Last Updated: 17 December 2024

Repository of data science Resources

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