Data Science Add New Item

Show me     which are     long and      

Quick searches: Learning Plans | Short Videos | Learn By Doing | Books | Challenging | Visual | All

  Learning Plans

Data Science Foundations
OSSU: Open Source Society University: Data Science

  Articles and Essays

Teach Yourself Data Science
A Comprehensive Learning Path for Deep Learning
Technical Notes on Using Data Science and AI
Where to Start Data Mining and Data Science
27 Amazing Data Science Books Every Data Scientist Should Read
Beginner Guide to Data Science
How to Become a Data Scientist On Your Own | Kaggle
Learn Data Science With Dataquest
How to Get into the Top 15 of a Kaggle Competition Using Python
Building a Data Science Portfolio: Storytelling With Data
Be Suspicious Of Online Movie Ratings, Especially Fandango’s
How data forces you to achieve goals

  Audios and Podcasts

Data Skeptic Episodes
Linear Digressions
Not So Standard Deviations
Super Data Science
TWiML&AI
Artificial Intelligence in Industry With Daniel Fagella
Learning Machines 101
Rating Subjective Experiences Is Hard, But Fandango Is Really Bad At It
Episode 677: The Experiment Experiment
Why A Pack Of Peanut Butter M&M's Weighs A Tiny Bit Less Than A Regular Pack
Why Machines Discriminate—and How to Fix Them
Am I Normal? Download

  Blogs and Twitter feeds

Robert Chang
Variance Explained
Data Science & Psychology
Data Science 101 | Learning to be a Data Scientist
KDNuggets
No Free Hunch | The Official Blog of Kaggle
Data Science Central
MIT Deep Learning
Becoming Human: Artificial Intelligence Magazine
Machine Learnings
Applied Data Science
Analytics Vidhya
ML Review
Curated List of Data Science Blogs

  Books

Hands-on Machine Learning With Scikit-Learn, Keras & TensorFlow, 2nd Edition (2019)
Designing Data-Intensive Applications (2017)

  Assessment and Certifications

Data Scientist Masters Program | Simplilearn

  Forums and Chat Groups

KDNuggets LinkedIn Group
Data Science Central
Analytics Vidhya
Data Is Ugly | Reddit
Data Is Beautiful | Reddit
LearnMachineLearning | Reddit
Data Science | Reddit
KaggleNoobs
DataHouse Discord

  Cheatsheets

General Data Science Cheatsheets
Python For Data Science
Beginner Pandas Cheatsheet
Scikit-Learn for Machine Learning in Python
Advanced Pandas Cheatsheet
Plotting in Python Using Matplotlib
Basic NumPy Usage Cheatsheet
Statistical Data Visualistion Using Seaborn
Keras Cheatsheet
Importing Data Using Python
Bokeh Data Visualization Cheatsheet
Jupyter Notebook Cheatsheet

  Conferences

Open Data Science Conference
The Data Science Conference
AnacondaCON
QCon.ai
Re-Work

  Courses and MOOCs

Machine Learning
Machine Learning A-Z™: Hands-On Python & R In Data Science
Python for Data Science and Machine Learning Bootcamp
R Programming A-Z™: R For Data Science With Real Exercises!
Data Science and Machine Learning Bootcamp with R
The Data Science Course 2019: Complete Data Science Bootcamp
Python A-Z™: Python For Data Science With Real Exercises!
Statistics for Data Science and Business Analysis
Microsoft Professional Program in Data Science
Microsoft Professional Program in Artificial Intelligence
Python Data Science
Data Science
Full Stack Data Science Program
Machine Learning
IBM Data Science Professional Certificate
Deep Learning Specialization
Applied Data Science with Python Specialization
Data Science Specialization
Machine Learning with TensorFlow on Google Cloud Platform Specialization
Neural Networks and Deep Learning
Mathematics for Machine Learning Specialization
What is Data Science
Text Retrieval and Search Engines
Machine Learning for Data Science and Analytics
Data Cleansing with Data Quality Services (DQS)
Designing Data Platform Solutions
Predictive Analytics and Data Mining
Foundations of Data Science: Prediction and Machine Learning
Data Science for Business Innovation
DAT203x: Data Science and Machine Learning Essentials
Data Science Ethics
The Data Scientist’s Toolbox
Introduction to Data Science in Python
Python for Data Science
Getting and Cleaning Data
Introduction to R for Data Science
Introduction to Computational Thinking and Data Science
Pattern Discovery in Data Mining
Mining Massive Datasets
A Crash Course in Data Science
Exploratory Data Analysis
Introduction to Python for Data Science
Data Analysis with R
Statistical Thinking for Data Science and Analytics
Process Mining: Data science in Action
Building a Data Science Team
Text Mining and Analytics
Data Science in Real Life
DCO042 - Python For Informatics
Intro to Data Science
Intro to Python for Data Science
Data Analysis: Take It to the MAX()
Python for Genomic Data Science
Applied Data Science: An Introduction
Data Science: R Basics
Communicating Data Science Results
Executive Data Science Capstone
Basic Data Processing and Visualization
Meaningful Predictive Modeling
Temporal and Hierarchical Data Analysis
Data Science Methodology
Advanced Linear Models for Data Science 2: Statistical Linear Models
What is Data Science?
Data Analysis with Python
Applied Data Science Capstone
Design Thinking and Predictive Analytics for Data Products
Code Free Data Science
How to Win a Data Science Competition: Learn from Top Kagglers
Open Source tools for Data Science
Data Manipulation at Scale: Systems and Algorithms
Data Mining Project
Data Processing Using Python
Data Analysis and Interpretation Capstone
Databases and SQL for Data Science
Python for Data Science and AI
Data Analysis Tools
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
Python Data Analysis
The Data Science of Health Informatics
Fundamentals of Scalable Data Science
Managing Data Analysis
Foundations of Data Science: K-Means Clustering in Python
Cluster Analysis in Data Mining
Foundations of mining non-structured medical data
Data Analytics and Visualization in Health Care
Data Modeling and Regression Analysis in Business
Computing for Data Analysis
Practical Time Series Analysis
Spatial Data Science and Applications
Data Science Math Skills
Capstone: Create Value from Open Data
Dealing With Missing Data
Data Analytics for Business
SQL for Data Science
Data Science in Stratified Healthcare and Precision Medicine
Introduction to Data Exploration and Visualization
Data Management in the Cloud
Advanced Data Science Capstone
Developing Data Products
Understanding Your Data: Analytical Tools
Data Science at Scale - Capstone Project
Practitioners Course In Descriptive,Predictive And Prescriptive Analytics
Applied Text Mining in Python
Python for Data Science
Hands-on Text Mining and Analytics
Advanced Linear Models for Data Science 1: Least Squares
Probability and Statistics in Data Science using Python
Health Data and Analytics
Data, Analytics and Learning
Model Building and Validation
Intro to Data Analysis
Data Analytics in Health – From Basics to Business
Data Science Readiness Assessment
Foundations of Data Analysis - Part 1: Statistics Using R
Foundations of Data Analysis - Part 2: Inferential Statistics
Understanding Data
Data Science in Action - Building a Predictive Churn Model
Business and Data Analysis Skills
Programming in R for Data Science
Programming with Python for Data Science
Data Science Essentials
Data Science Interview Prep
High-Dimensional Data Analysis
Knowledge Inference and Structure Discovery for Education
Analyzing Data with Python
Visualizing Data with Python
数据挖掘：理论与算法 | Data Mining: Theories and Algorithms for Tackling Big Data
Foundations of Data Science: Inferential Thinking by Resampling
Foundations of Data Science: Computational Thinking with Python
Principles, Statistical and Computational Tools for Reproducible Data Science
Foundations of Data Science: Prediction and Machine Learning
Data Science and Machine Learning Capstone Project
Causal Diagrams: Draw Your Assumptions Before Your Conclusions
Data Analysis Essentials
Programming for Data Science
Python Basics for Data Science
Implementing Predictive Analytics with Spark in Azure HDInsight
Microsoft Professional Capstone : Data Science
Data Science Research Methods: Python Edition
Data Science Research Methods: R Edition
Applied Data Analysis: Working in Organizations and Industries
Data Analysis: A Practical Introduction for Absolute Beginners
Introduction to Data Science
Microsoft Professional Capstone: Data Analysis
Processing Real-Time Data Streams in Azure
Data Science: Productivity Tools
Data Science: Capstone
Data Science: Inference and Modeling
Data Science: Linear Regression
Data Science: Visualization
Data Science: Probability
Data Science: Wrangling
Data Science: Machine Learning
Introduction to Predictive Analytics
Data, Models and Decisions in Business Analytics
Data Science Capstone
Capstone Exam in Statistics and Data Science
Stochastic Processes: Data Analysis and Computer Simulation
More Data Mining with Weka
Data Mining with Weka
Survey Data Collection and Analytics Project (Capstone)
Predictive Modeling and Transforming Clinical Practice
Data Analysis in Social Science—Assessing Your Knowledge
Advanced Data Mining with Weka
Advanced Clinical Data Science
Instructional Design Course Evaluation & Capstone Project
Music Data Mining
Data Analysis & Decision Making - III
Data Science for Engineers
Scalable Data Science
Combining and Analyzing Complex Data
Data Analysis and Presentation Skills: the PwC Approach Final Project
Data Science for Healthcare: Using Real World Evidence
Introduction to Clinical Data Science
Data Science Ethics
Data Mining
Python for Data Science
Health Data Analytics
Making Sense of Data
PH525x: Data Analysis for Genomics
Introduction to Data Science
UT.7.01x: Foundations of Data Analysis
Data Mining Capstone
TXT1x: Text Mining and Analytics
Data Analysis and Statistical Inference
Data Mining with Weka
More Data Mining with Weka
Data Science Essentials for SAP
Business Statistics, Data Analysis, and Decision Making: Part 2
Health Data Analytics with Microsoft Excel
Data Analysis: Building Your Own Business Dashboard
Advanced Data Mining with Weka
Data Tells a Story: Reading Data in the Social Sciences and Humanities
Social Network Analysis (SNA)
Using Data to Provide Personalized Student Support
Data Science in the Games Industry
Data Science for Healthcare: Using Real World Evidence
The Power of Data in Health and Social Care
Data Analysis & Decision Making - II
Introduction to R for Data Science
Data Mining
Exploratory Multivariate Data Analysis
Introduction to Process Mining with ProM
Data to Insight: An Introduction to Data Analysis and Visualisation
Making Sense of Data in the Media
Introduction to Data Science with Google Analytics: Bridging Business and Technical Experts
Fitting Statistical Models to Data with Python
Designing data-intensive applications
Data Wrangling, Analysis and AB Testing with SQL
SQL for Data Analysis
Developing a Multidimensional Data Model
Capstone: Retrieving, Processing, and Visualizing Data with Python
Capstone: Retrieving, Processing, and Visualizing Data with Python
Data Science in the Games Industry
Data Science for Engineers
Applied Time-Series Analysis
Analytical Solutions to Common Healthcare Problems
Healthcare Data Models
Healthcare Data Literacy
Introduction to Clinical Data Science
Clinical Data Models and Data Quality Assessments
Introduction to Probability and Data
Introduction to Statistics & Data Analysis in Public Health
Foundations of Data Science: Prediction and Machine Learning
Foundations of Data Science: Prediction and Machine Learning
Data Science for Business Innovation
SQL for Data Science
Data Analysis in Social Science—Assessing Your Knowledge
Data Science for Engineers
Data Science in the Games Industry
Analytical Solutions to Common Healthcare Problems
Introduction to Clinical Data Science
Social Network Analysis (SNA)

  Meetups

List of Data Science Meetups Worldwide
Silicon Valley Startup: Idea to IPO
Data Driven NYC | 17k+ Members
SF Data Science | 15k+ Members
Applied Singularity | 14k+ Members
Nubank Data Science & Machine Learning | 11k+ Members

  Newsletters

ML Review - Machine Learning Digest
Data Elixir
The Data Science Roundup
Data Science Weekly Newsletter
KDNuggets News
O'Reilly Data Newsletter
The Analytics Dispatch
Hacker News Digest
Data Machina
Import AI
The Wild Week in AI
Data is Plural
Towards Data Science Newsletter
Deep Learning Weekly
Deep Hunt Newsletter
The Algorithm - MIT Technology Review
TOPBOTS: Applied AI for Bussiness
Artificial Intelligence and Deep Learning Weekly
Center for Data Innovation
Data Science Community Newsletter - NYU Center for Data Science
Analytics Vdihya
R-Bloggers
Data Science Central

  People

Jeremy P. Howard
Siraj Raval
Lex Fridman

  Q & A forums

Data science | Quora
Data | Quora
Datasets | Quora
Data science | StackExchange

  Videos and Films

MIT Deep Learning | YouTube

  Wikis

Main Wikipedia: Data science
Simple Wikipedia: Data science