Data Science

638 resources7 categoriesView Original

Fun(60 items)

2

250k+ Job Postings

An expanding dataset of historical job postings from Luxembourg from 2020 to today. Free with 250k+ job postings hosted on AWS Data Exchange.

Fun
5

5000 Images of Clothes

Fun
A

A community-curated database of well-known peop...

Fun
A

A Deep Catalog of Human Genetic Variation

Fun
A

Academic Torrents

Fun
A

ADS-B Exchange

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

Fun
A

aws.amazon.com/datasets

Fun
C

Cartoons

Fun
C

ClimateData.us

(related: U.S. Climate Resilience Toolkit)

Fun
C

Comic compilation

Fun
C

Covid-19

Fun
C

Covid-19 Google

Fun
D

Data Science Cartoons

Fun
D

Data Science: The XKCD Edition

Fun
D

data.gov

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

Fun
D

datacite.org

Fun
D

datahub.io

Fun
E

enigma.com

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

Fun
E

Enron Email Dataset

Fun
F

figshare.com

Fun
G

GeoLite Legacy Downloadable Databases

Fun
G

GHDx

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

Fun
G

GHTorrent

Fun
G

Google Dataset Search (beta)

Fun
G

Google Public Data

Fun
G

grouplens.org

Sample movie (with ratings), book and wiki datasets

Fun
H

hadoopilluminated.com

Fun
I

IBB Open Portal

Fun
I

IBM Asset Dataset

Fun
K

Kaggle Datasets

Fun
M

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

Fun
M

Microsoft Research Open Data

Fun
N

NASA SocioEconomic Data and Applications Center...

Fun
N

NASDAQ:DATA

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

Fun
N

National Centers for Environmental Information

Fun
N

NAYN.CO Turkish News with categories

Fun
N

New Zealand Institute of Economic Research – Da...

Fun
N

NYC Taxi data

Fun
O

Open data Index

Fun
O

Open Data Philly

Connecting people with data for Philadelphia

Fun
O

Open Data Sources

Fun
O

Open Government Data Platform India

Fun
P

Public Big Data Sets

Fun
P

Public Git Archive

Fun
Q

Quora's Big Datasets Answer

Fun
R

r/datasets

Fun
R

research-quality data sets

by Hilary Mason

Fun
S

San Fransisco Government Open Data

Fun
S

St. Louis Federal Reserve Economic Data - FRED

Fun
S

StackExchange Data Explorer

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

Fun
S

Sweden, Statistics

Fun
T

The GDELT Project

Fun
T

The Humanitarian Data Exchange

Fun
T

The official portal for European data

Fun
U

UC Irvine Machine Learning Repository

contains data sets good for machine learning

Fun
U

undata

Fun
U

UNICEF Data

Fun
U

United States Census Bureau

Fun
U

usgovxml.com

Fun
W

World Bank Data

Fun

Literature and Media(233 items)

A

Aditi Rastogi

ML,DL,Data Science blog

Literature and Media
A

Advances in Evolutionary Algorithms

Free Download

Literature and Media
A

Advances in Genetic Programming, Vol. 3

Free Download

Literature and Media
A

Adventures in Data Land

Literature and Media
A

Adversarial Learning

Literature and Media
A

AI at Home

Literature and Media
A

AI Today

Literature and Media
A

Akhil Soni

ML, DL and Data Science

Literature and Media
A

Akhil Soni

ML, DL and Data Science

Literature and Media
A

An Introduction to Statistical Learning

Download Page

Literature and Media
A

An Introduction to Statistical Learning with Ap...

Literature and Media
A

Analytics Vidhya

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

Literature and Media
A

Andrew Carr

Data Science with Esoteric programming languages

Literature and Media
A

Andrew Ng: Deep Learning, Self-Taught Learning ...

Literature and Media
A

Applied AI Blogs

In-depth articles on AI, machine learning, and data science concepts with practical applications.

Literature and Media
A

Applied Data Science: Lessons Learned for the D...

Literature and Media
A

Artificial Intelligence with Python - Tutorials...

Literature and Media
A

Artificial Intelligence: Foundations of Computa...

Free HTML version

Literature and Media
A

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

Literature and Media
A

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

Literature and Media
A

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

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

Literature and Media
A

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

Literature and Media
A

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

Literature and Media
B

Big Data & Society

Literature and Media
B

Big Data Research

Literature and Media
B

Build a Career in Data Science

Literature and Media
B

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

Literature and Media
C

Calculated Risk

Literature and Media
C

Casual Inference for Data Science

Early Access

Literature and Media
C

Causal Inference for Data Science

Literature and Media
C

Chai time Data Science

Literature and Media
C

Chip Huyen's Blog

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

Literature and Media
C

Chris Albon's Website

Data Science and AI notes

Literature and Media
C

Clare Corthell

The Open Source Data Science Masters

Literature and Media
C

Classic Computer Science Problems in Python

Literature and Media
C

Colah's Blog

Blog for understanding Neural Networks!

Literature and Media
C

Comet for DataScience: Enhance your ability to ...

Literature and Media
C

Convex Optimization

Convex Optimization book by Stephen Boyd - Free Download

Literature and Media
D

Daniel Forsyth

Personal Blog

Literature and Media
D

Data Analysis with Python and PySpark

Early Access

Literature and Media
D

Data Analysis with Python and PySpark

Literature and Media
D

Data Engineering Podcast

Literature and Media
D

Data for All

Literature and Media
D

Data for All

Literature and Media
D

Data Mania Blog

The File Drawer - Chris Said's science blog

Literature and Media
D

Data Mesh in Action

Early Access

Literature and Media
D

Data School

Data science tutorials for beginners!

Literature and Media
D

Data School

Data Science Education

Literature and Media
D

Data Science 101

Learning To Be A Data Scientist

Literature and Media
D

Data Science at Home

Literature and Media
D

Data Science at Scale with Python and Dask

Literature and Media
D

Data Science at the Command Line: Facing the Fu...

Literature and Media
D

Data Science Bookcamp

Early access

Literature and Media
D

Data Science for Beginners

Literature and Media
D

Data Science From Scratch: First Principles wit...

Literature and Media
D

Data Science Journal

Literature and Media
D

Data Science Lab

Literature and Media
D

Data Science Mixer

Literature and Media
D

Data Science Primer

Literature and Media
D

Data Science Thinking: The Next Scientific, Tec...

Literature and Media
D

Data Science Trello Board

Literature and Media
D

Data Science Weekly

Weekly News Blog

Literature and Media
D

Data Science with Genetic Algorithms

Literature and Media
D

Data Scientist

is building the data scientist culture.

Literature and Media
D

Data Skeptic

Literature and Media
D

Data Stories

Literature and Media
D

Data Stories

Literature and Media
D

Data-Magnum

Literature and Media
D

Data-Mania

Literature and Media
D

Data36 - Data Science for Beginners by Tomi Mester

Literature and Media
D

Datacast

Literature and Media
D

Dataclysm

Literature and Media
D

Dataconomy

A blog on the newly emerging data economy

Literature and Media
D

DataFramed

Literature and Media
D

DataNews

Literature and Media
D

DataScientistJourney

Literature and Media
D

datascientistjourney

Literature and Media
D

datascopeanalytics

Literature and Media
D

DataTalks.Club

. A weekly newsletter about data-related things. Archive.

Literature and Media
D

DataTalks.Club

Literature and Media
D

DataTalks.Club

Literature and Media
D

datatau.com/news

Like Hacker News, but for data

Literature and Media
D

Datawrangling

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

Literature and Media
D

Deep Learning

Literature and Media
D

Deep Learning Architectures

Literature and Media
D

Deep Learning Cookbook

Literature and Media
D

Deep Learning with PyTorch

Literature and Media
D

Deep Learning: Intelligence from Big Data

Literature and Media
D

Designing Cloud Data Platforms

Early Access

Literature and Media
D

Digital transformation

Literature and Media
D

Distill

Dedicated to clear explanations of machine learning!

Literature and Media
D

Dive into Deep Learning

Literature and Media
D

Dominodatalab

Literature and Media
D

Drew Conway

Personal Web Page

Literature and Media
E

eBook sale - Save up to 45% on eBooks!

Literature and Media
E

Effective Data Science Infrastructure

Literature and Media
E

Emilio Ferrara's web page

Literature and Media
E

epjdatascience

Literature and Media
E

Essential Natural Language Processing

Early access

Literature and Media
E

Everyday Data Science

& (cheaper PDF version)

Literature and Media
E

Evolutionary Algorithms

Free Download

Literature and Media
E

Exploring Data Science

free eBook sampler

Literature and Media
E

Exploring the Data Jungle

free eBook sampler

Literature and Media
F

Fighting Churn With Data

Literature and Media
F

FlowingData

Visualization and Statistics

Literature and Media
F

floydhub

Blog for Evolutionary Algorithms

Literature and Media
F

Foundations of Data Science

Free Download

Literature and Media
F

Full-Stack Data Scientist

Literature and Media
G

GECCO

The Genetic and Evolutionary Computation Conference (GECCO)

Literature and Media
G

Genetic Algorithms and Evolutionary Computation

Free Download

Literature and Media
G

Genetic Algorithms and Genetic Programming

Literature and Media
G

Genetic Programming: New Approaches and Success...

Free Download

Literature and Media
G

Google DeepMind co-founder Shane Legg - Machine...

Literature and Media
G

Gradient Descent

Literature and Media
G

Graph Algorithms for Data Science

Early Access

Literature and Media
G

Greg Reda

Greg Reda Personal Blog

Literature and Media
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Hakan Kardas

Personal Web Page

Literature and Media
H

Hands-On Machine Learning with Scikit-Learn, Ke...

Literature and Media
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Harvard Data Science

Thoughts on Statistical Computing and Visualization

Literature and Media
H

Hilary Mason

Personal Web Page

Literature and Media
H

Hilary Parker

Literature and Media
H

How to Become a Data Scientist

Literature and Media
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How to Interview a Data Scientist

Literature and Media
H

How to Lead in Data Science

Early Access

Literature and Media
H

How to Share Data with a Statistician

Literature and Media
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How to win data science competitions with Deep ...

Literature and Media
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i am trask

A Machine Learning Craftsmanship Blog

Literature and Media
I

ICML

International Conference on Machine Learning

Literature and Media
I

Interpretable Machine Learning: A Guide for Mak...

Free GitHub version

Literature and Media
I

Interview with Google's AI and Deep Learning 'G...

Literature and Media
I

Intro to Data Science for Enterprise Big Data

Literature and Media
I

Introducing Data Science

Literature and Media
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Introduction to Data Science

Literature and Media
I

Introduction to Deep Learning with Python

Literature and Media
I

Introduction to Machine Learning with Python

Literature and Media
J

Jingles

Review and extract key concepts from academic papers

Literature and Media
J

Journal of Big Data

Literature and Media
J

Journal of Data Science

an international journal devoted to applications of statistical methods at large

Literature and Media
J

Julia Evans

Recurse Center alumna

Literature and Media
J

Julia for Data Analysis

Early Access

Literature and Media
J

Julia for Data Science

Early Access

Literature and Media
K

Kaggle Past Solutions

Literature and Media
K

KD Nuggets

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

Literature and Media
K

Kevin Davenport

Kevin Davenport Personal Blog

Literature and Media
L

Learning Machines 101

Literature and Media
L

Let's Data (Brazil)

Literature and Media
L

Linear Digressions

Literature and Media
L

Loic Tetrel

Data science blog

Literature and Media
L

Louis Dorard

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

Literature and Media
M

Machine Learning Bookcamp

Early access

Literature and Media
M

Machine Learning For Absolute Beginners

Literature and Media
M

Machine Learning from Scratch

Literature and Media
M

Machine Learning Mastery

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

Literature and Media
M

Machine Learning with Python - Tutorialspoint

Literature and Media
M

Managing ML Projects

Literature and Media
M

Manning Publications YouTube channel

Literature and Media
M

Maria Khalusova

Data science blog

Literature and Media
M

Math for Programmers

Early access

Literature and Media
M

Matt Harrison

Personal Blog

Literature and Media
M

Matthew Russell

Mining The Social Web.

Literature and Media
M

Maxim AI

. Tool for AI Agent Simulation, Evaluation & Observability.

Literature and Media
M

Meaning of

Literature and Media
M

Medium Data Science Topic

Data Science related publications on medium

Literature and Media
M

Meta Brown

Personal Blog

Literature and Media
M

Mildlyoverfitted - Tutorials on intermediate ML...

Literature and Media
M

Mining Massive Datasets

free e-book comprehended by an online course

Literature and Media
M

ML Street Talk - Unabashedly technical and non-...

Literature and Media
M

mlops.community - Interviews of industry expert...

Literature and Media
N

nbshare

Data Science notebooks

Literature and Media
N

Neural Nets for Newbies by Melanie Warrick (May...

Literature and Media
N

Neural Networks and Deep Learning

Literature and Media
N

Neural networks by 3Blue1Brown

Literature and Media
N

Neural networks from scratch by Sentdex

Literature and Media
N

Neural Networks video series by Hugo Larochelle

Literature and Media
N

New Data Scientist

How a Social Scientist Jumps into the World of Big Data

Literature and Media
N

Noah Iliinsky

Personal Blog

Literature and Media
N

Not So Standard Deviations

Literature and Media
N

NYC Taxi Visualization Blog

Literature and Media
O

O'Reilly Data Show Podcast

Literature and Media
O

O'reilly Learning Blog

Literature and Media
O

Occam's Razor

Focused on Web Analytics.

Literature and Media
P

Pandas in Action

Early access

Literature and Media
P

Partially Derivative

Literature and Media
P

Periscopic

Literature and Media
P

Practical Data Science with R

Literature and Media
P

Practical MLOps: How to Get Ready for Productio...

Literature and Media
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Prash Chan

Tech Blog on Master Data Management And Every Buzz Surrounding It

Literature and Media
P

Probabilistic Machine Learning: An Introduction

Literature and Media
P

Python Data Science Handbook

Literature and Media
Q

Quora Data Science

Data Science Questions and Answers from experts

Literature and Media
R

R Bloggers

R Bloggers

Literature and Media
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R for Data Science

Literature and Media
R

R in Action, Third Edition

Early Access

Literature and Media
R

Reddit TextMining

Literature and Media
R

Regression Models: Applying simple Poisson regr...

Literature and Media
R

Regression, a Friendly guide

Early Access

Literature and Media
R

Regular Expression Puzzles and AI Coding Assist...

by David Mertz

Literature and Media
R

Revolution Analytics

Data Science Blog

Literature and Media
S

Santiago Basulto

Data Science with Python

Literature and Media
S

Scaler Blogs

Educational content on software development, AI, and career growth in tech.

Literature and Media
S

Sean J. Taylor

Personal Web Page

Literature and Media
S

Sebastian's Blog

Blog for NLP and transfer learning!

Literature and Media
S

Siah

a PhD student at Berkeley

Literature and Media
S

Software Engineering for Data Scientists

Early Access

Literature and Media
S

Spenczar

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

Literature and Media
S

Springboard

A blog with resources for data science learners

Literature and Media
S

Streaming Systems: The What, Where, When, and H...

Literature and Media
S

Superdatascience

Literature and Media
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Tevfik Kosar

Magnus Notitia

Literature and Media
T

The Analytics Engineering Podcast

Literature and Media
T

The Analytics Engineering Roundup

. A newsletter about data science. Archive.

Literature and Media
T

The Data Engineering Show

Literature and Media
T

The Data Science Handbook

Literature and Media
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The Data Science Handbook: Advice and Insights ...

Literature and Media
T

The Elements of Statistical Learning: Data Mini...

Literature and Media
T

The Practical Quant

Big data

Literature and Media
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The Quest for Artificial Intelligence: A Histor...

Free Download

Literature and Media
T

The Radical AI Podcast

Literature and Media
T

The Science of a Great Career in Data Science

Literature and Media
T

Think Like a Data Scientist

Literature and Media
T

Time Series Modelling and Analysis

Literature and Media
T

Towards Data Science Genetic Algorithm Topic

Genetic Algorithm related Publications towards Data Science

Literature and Media
U

Unifying Business, Data, and Code: Designing Da...

Literature and Media
V

Vademecum of Practical Data Science

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

Literature and Media
V

Vamshi Ambati

AllThings Data Sciene

Literature and Media
W

Wes McKinney

Wes McKinney Archives.

Literature and Media
W

What Does a Data Scientist Do?

Literature and Media
W

What is machine learning, and how does it work?

Literature and Media
W

What is machine learning?

Literature and Media
W

What's The Point

Literature and Media
W

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.

Literature and Media
Y

Yet Another Data Blog

Yet Another Data Blog

Literature and Media

Other Awesome Lists(42 items)

1

100 NLP Papers

Other Awesome Lists
4

40+ Data Analytics Projects Ideas

Other Awesome Lists
A

AI in Data Science: Uses, Roles, and Tools

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Awesome Community Detection

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A

Awesome Computer Vision Models

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A

Awesome Data Science Ideas

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A

Awesome Decision Tree Papers

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A

Awesome Drug Synergy, Interaction and Polypharm...

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A

Awesome Explainable Graph Reasoning

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A

Awesome Fraud Detection Papers

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A

Awesome Game Datasets

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A

Awesome Gradient Boosting Papers

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A

Awesome Graph Classification

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A

Awesome Machine Learning

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A

Awesome Machine Learning On Source Code

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A

Awesome Monte Carlo Tree Search

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A

Awesome Music Production

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A

awesome-awesomeness

Other amazingly awesome lists can be found in the

Other Awesome Lists
A

awesome-datasets

Other Awesome Lists
A

awesome-dataviz

Other Awesome Lists
A

awesome-Machine Learning & Deep Learning Tutorials

Other Awesome Lists
A

awesome-python

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A

awesome-r

Other Awesome Lists
B

Best Data Science Courses with Certificates

Other Awesome Lists
C

Community Curated Data Science Resources

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D

Data Science and Machine Learning: What’s The D...

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Data Science Interviews Questions

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Data Science IPython Notebooks.

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Data Science Projects

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Deep Learning Interview Questions

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Generative AI Models

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Glossary of common statistics and ML terms

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How Generative AI Is Changing Creative Work

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Is Data Science a Good Career?

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lists

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Machine Learning for Software Engineers

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The Future of Data Science: Predictions and Trends

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Top 100+ Machine Learning Interview Questions (...

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Top 13 Data Science Programming Languages

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Top Data Science Interview Questions

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Top Future Trends in Data Science in 2023

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What is generative AI?

Other Awesome Lists

The Data Science Toolbox(182 items)

A

AdaBoost

The Data Science Toolbox
A

AdaBoost

The Data Science Toolbox
A

Adaptive resonance theory

The Data Science Toolbox
A

altair

The Data Science Toolbox
A

amcharts

The Data Science Toolbox
A

anychart

The Data Science Toolbox
A

Apriori

The Data Science Toolbox
A

Autoencoder

The Data Science Toolbox
B

Bagging

The Data Science Toolbox
B

bokeh

The Data Science Toolbox
B

Boltzmann Machines

The Data Science Toolbox
B

Boosting

)

The Data Science Toolbox
C

C3

The Data Science Toolbox
C

C4.5

The Data Science Toolbox
C

C4.5 algorithm

The Data Science Toolbox
C

CART (Classification and Regression Trees)

The Data Science Toolbox
C

cartodb

The Data Science Toolbox
C

Catalyst

The Data Science Toolbox
C

CatBoost

The Data Science Toolbox
C

causalml

The Data Science Toolbox
C

Clustering

The Data Science Toolbox
C

Clustering

The Data Science Toolbox
C

Comet

The Data Science Toolbox
C

Conditional Random Field (CRF)

The Data Science Toolbox
C

Convolutional Neural Network (CNN)

The Data Science Toolbox
C

Cube

The Data Science Toolbox
C

cuML

The Data Science Toolbox
D

d3plus

The Data Science Toolbox
D

Dash

The Data Science Toolbox
D

Data-Driven Documents(D3js)

The Data Science Toolbox
D

datacompy

DataComPy is a package to compare two Pandas DataFrames.

The Data Science Toolbox
D

Decision Trees

The Data Science Toolbox
D

Deepchecks

The Data Science Toolbox
D

Density-based clustering

The Data Science Toolbox
D

Dimension Reduction

The Data Science Toolbox
D

dlib

The Data Science Toolbox
D

dygraphs

The Data Science Toolbox
E

Elephas

The Data Science Toolbox
E

EM (Expectation-Maximization)

The Data Science Toolbox
E

Ensemble Learning

The Data Science Toolbox
E

exhibit

The Data Science Toolbox
F

Factor Analysis

The Data Science Toolbox
F

feature-engine

The Data Science Toolbox
F

Fuzzy clustering

The Data Science Toolbox
G

Generative Adversarial Network (GAN)

The Data Science Toolbox
G

Generative models

The Data Science Toolbox
G

geomap

The Data Science Toolbox
G

gephi

The Data Science Toolbox
G

ggplot2

The Data Science Toolbox
G

Glue

The Data Science Toolbox
G

Google Chart Gallery

The Data Science Toolbox
G

GPyTorch

The Data Science Toolbox
H

Hera

The Data Science Toolbox
H

Heuristic approaches

The Data Science Toolbox
H

Hidden Markov Models (HMM)

The Data Science Toolbox
H

Hierchical clustering

The Data Science Toolbox
H

highcarts

The Data Science Toolbox
H

Hyperas

The Data Science Toolbox
H

hyperlearn

The Data Science Toolbox
I

ID3 algorithm

The Data Science Toolbox
I

ignite

The Data Science Toolbox
I

imodels

The Data Science Toolbox
I

import.io

The Data Science Toolbox
I

interpretable

The Data Science Toolbox
J

JAX

The Data Science Toolbox
K

k-means

The Data Science Toolbox
K

k-Means

The Data Science Toolbox
K

k-nearest neighbor

The Data Science Toolbox
K

Keras

The Data Science Toolbox
K

keras-contrib

The Data Science Toolbox
K

keras-rl

The Data Science Toolbox
K

KNN (K-Nearest Neighbors)

The Data Science Toolbox
L

Laplacian regularization

The Data Science Toolbox
L

Latent Dirichlet Allocation (LDA)

The Data Science Toolbox
L

LightGBM

The Data Science Toolbox
L

Linear Regression

The Data Science Toolbox
L

Locally Estimated Scatterplot Smoothing

The Data Science Toolbox
L

Logistic Regression

The Data Science Toolbox
L

Low-density separation

The Data Science Toolbox
L

Ludwig

The Data Science Toolbox
M

Matplotlib

The Data Science Toolbox
M

Mesh TensorFlow

The Data Science Toolbox
M

Mixture models

The Data Science Toolbox
M

ML System Designs)

The Data Science Toolbox
M

mlpack

The Data Science Toolbox
M

MLxtend

The Data Science Toolbox
M

modAL

The Data Science Toolbox
M

Multilayer Perceptron

The Data Science Toolbox
M

Multivariate Adaptive Regression Splines

The Data Science Toolbox
N

Naive Bayes

The Data Science Toolbox
N

Netron

The Data Science Toolbox
N

NetworkX

The Data Science Toolbox
N

NeuPy

The Data Science Toolbox
N

Neural Networks

The Data Science Toolbox
N

nvd3

The Data Science Toolbox
O

Openrefine

The Data Science Toolbox
O

Ordinary Least Squares

The Data Science Toolbox
P

PageRank

The Data Science Toolbox
P

PerpetualBooster

The Data Science Toolbox
P

plot.ly

The Data Science Toolbox
P

Polyaxon

The Data Science Toolbox
P

Principal Component Analysis (PCA)

The Data Science Toolbox
P

pyGAM

The Data Science Toolbox
P

pyro

The Data Science Toolbox
P

pystruct

The Data Science Toolbox
P

PyTorch

The Data Science Toolbox
P

PyTorchNet

The Data Science Toolbox
P

pytorch_geometric

The Data Science Toolbox
P

pytorch_tabular

The Data Science Toolbox
P

PyToune

The Data Science Toolbox
P

PyVarInf

The Data Science Toolbox
Q

Q Learning

The Data Science Toolbox
Q

qkeras

The Data Science Toolbox
R

r2d3

The Data Science Toolbox
R

Random Forest

The Data Science Toolbox
R

raw

The Data Science Toolbox
R

Recurrent Neural Network (RNN)

The Data Science Toolbox
R

Redash

The Data Science Toolbox
R

Regression

The Data Science Toolbox
R

Resseract Lite

The Data Science Toolbox
R

RuleFit

The Data Science Toolbox
S

SARSA (State-Action-Reward-State-Action) algorithm

The Data Science Toolbox
S

scikit-feature

The Data Science Toolbox
S

scikit-image

The Data Science Toolbox
S

scikit-learn

The Data Science Toolbox
S

scikit-multilearn

The Data Science Toolbox
S

scikit-opt

The Data Science Toolbox
S

scikit-posthocs

The Data Science Toolbox
S

scikit-rebate

The Data Science Toolbox
S

scikit-survival

The Data Science Toolbox
S

Seaborn

The Data Science Toolbox
S

Self-Organized Maps

The Data Science Toolbox
S

Self-organizing map

The Data Science Toolbox
S

seqlearn

The Data Science Toolbox
S

Shogun

The Data Science Toolbox
S

sigopt_sklearn

The Data Science Toolbox
S

sklearn-bayes

The Data Science Toolbox
S

sklearn-crfsuite

The Data Science Toolbox
S

sklearn-deap

The Data Science Toolbox
S

sklearn-evaluation

The Data Science Toolbox
S

sklearn-expertsys

The Data Science Toolbox
S

skorch

The Data Science Toolbox
S

slemma

The Data Science Toolbox
S

Softmax Regression

The Data Science Toolbox
S

Sonnet

The Data Science Toolbox
S

Sparkit-learn

The Data Science Toolbox
S

Spektral

The Data Science Toolbox
S

Stacking

The Data Science Toolbox
S

Stepwise Regression

The Data Science Toolbox
S

Support Vector Machines

The Data Science Toolbox
S

SVM (Support Vector Machine)

The Data Science Toolbox
T

t-SNE; t-distributed Stochastic Neighbor Embedding

The Data Science Toolbox
T

Talos

The Data Science Toolbox
T

techanjs

The Data Science Toolbox
T

Temporal difference learning

%20learning%20refers,estimate%20of%20the%20value%20function.)

The Data Science Toolbox
T

TensorFlow

The Data Science Toolbox
T

TensorFlow Fold

The Data Science Toolbox
T

tensorflow-upstream

The Data Science Toolbox
T

TensorForce

The Data Science Toolbox
T

TensorLayer

The Data Science Toolbox
T

TensorLight

The Data Science Toolbox
T

tensorlm

The Data Science Toolbox
T

tensorpack

The Data Science Toolbox
T

TensorWatch

The Data Science Toolbox
T

TF-Agents

The Data Science Toolbox
T

tfdeploy

The Data Science Toolbox
T

TFLearn

The Data Science Toolbox
T

Timeline

The Data Science Toolbox
T

torchaudio

The Data Science Toolbox
T

torchtext

The Data Science Toolbox
T

torchvision

The Data Science Toolbox
T

Transformer

The Data Science Toolbox
T

TRFL

The Data Science Toolbox
V

variancecharts

The Data Science Toolbox
V

vida

The Data Science Toolbox
V

vizzu

The Data Science Toolbox
W

Wrangler

The Data Science Toolbox
X

XGBoost

The Data Science Toolbox
X

xLearn

The Data Science Toolbox
Y

Yolov3

The Data Science Toolbox
Y

Yolov5

The Data Science Toolbox
Y

Yolov8

The Data Science Toolbox

Training Resources(89 items)

#

#tidytuesday

A weekly data project aimed at the R ecosystem.

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1

1000 Data Science Projects

you can run on the browser with IPython.

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1

12 free Data Science projects to practice Pytho...

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3

365 Data Science Course

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A

A 2020 Vision of Linear Algebra (G. Strang)

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A

A list of colleges and universities offering de...

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A

AI Expert Roadmap

Roadmap to becoming an Artificial Intelligence Expert

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B

Best CV/Resume for Data Science Freshers

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B

BS in Data Science & Applications

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C

Codecademy's Data Science

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C

Cognitive Class AI by IBM

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C

COMP3222/COMP6246 - Machine Learning Technologies

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C

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...)

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C

Coursera Big Data Specialization

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C

Coursera Deep Learning Specialization

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C

Coursera GAN Specialization

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C

Coursera Introduction to Data Science

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C

Coursera Natural Language Processing Specializa...

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C

Coursera Tensorflow in practice

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C

CS 109 Data Science

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C

CS 171 Visualization

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C

CS 231 - Convolutional Neural Networks for Visu...

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D

Data Analytics Interview Questions (Beginner to...

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D

Data Mining - 5 Steps Courses, A Specialization...

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D

Data Science - 9 Steps Courses, A Specializatio...

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D

Data Science Course By IBM

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

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D

Data Science Degree @ Berkeley

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D

Data Science Degree @ UVA

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D

Data Science Degree @ Wisconsin

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D

Data Science for Beginners - Learn with AI tutor

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D

Data Science Skill Tree

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D

Data Science Specialization

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D

Data science your way

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D

Data Science: Statistics & Machine Learning

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D

Data Scientist with Python

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D

Data Scientist with Python

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D

Data Scientist with R

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G

Genetic Algorithms OCW Course

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H

Hands-on Train and Deploy ML

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

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K

Kaggle

Learn about Data Science, Machine Learning, Python etc

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K

Keras in Motion

Training Resources
L

Learning from Data

Introduction to machine learning covering basic theory, algorithms and applications

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L

Linear Algebra

Linear Algebra course by Gilbert Strang

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L

LLMOps: Building Real-World Applications With L...

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

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M

M.S. Management & Data Science @ Leuphana

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M

Machine Learning Engineering for Production (ML...

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M

Machine Learning for Beginners - Learn with AI ...

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M

Machine Learning – 5 Steps Courses, A Specializ...

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M

Machine Learning, Data Science and Deep Learnin...

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M

Master Data Science and Artificial Intelligence...

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M

Master of Applied Data Science @ The University...

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M

Master of Data Science @ Illinois Institute of ...

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M

Master of Data Science @ Melbourne University

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M

Master of Management Analytics @ Queen's Univer...

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M

Master's Degree in Data Science and Computer En...

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M

Microsoft Professional Program for Data Science

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M

Minimum Viable Study Plan for Machine Learning ...

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M

ML Observability Fundamentals

Learn how to monitor and root-cause production ML issues.

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M

MLSys-NYU-2022

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

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M

MS in Applied Data Science @ Syracuse

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M

MS in Business Analytics @ ASU Online

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M

MS in Computer Information Systems @ Boston Uni...

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M

Msc in Data Science @ The University of Edinburgh

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O

OpenIntro

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O

Oxford Deep Learning

Training Resources
O

Oxford Deep Learning - video

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O

Oxford Machine Learning

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P

Process Mining: Data science in Action

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P

Programming with Julia

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P

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.

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P

PySpark Cheatsheet

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P

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.

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P

Python for Data Science Foundation Course

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P

Python for Data Science: A Beginner’s Guide

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R

Realtime deployment

Tutorial on Python time-series model deployment.

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R

Recommender Systems Specialization from Univers...

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

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S

S2DS

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S

Scaler Data Science & Machine Learning Program

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S

Stanford Artificial Intelligence Professional P...

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S

Statistical Thinking for Data Science and Analy...

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T

Top 100+ Data Science Interview Questions and A...

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T

Tutorials of source code from the book Genetic ...

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T

Tutorials to get started on signal processing f...

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U

UBC Machine Learning - video

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U

Udacity - Deep Learning

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U

Understand and Know Machine Learning Engineerin...

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U

Understand Data Science Course in Java

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W

Weights & Biases Effective MLOps: Model Develop...

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

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Y

Your Guide to Latent Dirichlet Allocation

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