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COURSE:
Data Science, Statistics and Machine Learning
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A collection of course materials for students studying Data Science, Statistics and Machine Learning
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Big Data - Data science and AI
a collection of articles about Using AI and Data science
10 resources
- Video Intro to Understanding Data | Marginal Revoluti...
- Podcast a16z Podcast: The Taxonomy of Collective Knowle...
- Article 15 Types of Regression you should know
- Article Japanese Wine Meets Big Data
- Article A.I. and Big Data Could Power a New War on Pove...
- Article ‘Weapons of Math Destruction’: A Data Scientist...
- Podcast What to Know about GDPR – a16z Podcast: Andrees...
- Article How Big Data Is Changing Genetic Research - Digg
- Article Ethical issues in research using datasets of il...
- Website Making 27.31TB of research data available || Ac...
Using AI and Data for Forecasting and Predictions
a collection of articles about Using AI and Data for Forecasting and Predictions
9 resources
(3 more when logged in)
- Article How Our Company Learned to Make Better Predicti...
- Book Superforecasting: The Art and Science of Predic...
- Article Are programs better than people at predicting r...
- Article Forecasting infrastructure investment needs for...
- Article The University of Arizona is tracking students'...
- Article How Researchers Learned to Use Facebook ‘Likes’...
- Article Predicting Stock Performance with Natural Langu...
- Article Online Bettors Know If Psychology Studies Will ...
- Article All models are wrong, but some are completely w...
Data Ontologies, Taxonomy and Shared Knowledge
a collection of articles and resources about Data Ontologies, Taxonomy and Shared Knowledge
3 resources
(2 more when logged in)
Scraping websites for data - how to scrape - tools, resources, suggestions
Scraping websites for data - how to scrape - tools, resources, suggestions
7 resources
- Article How to scrape and transform web data - low code...
- Website Simplescraper — Scrape Websites and turn them i...
- Article Scraping web data using Simplescraper and Parabola
- Website ParseHub | Free web scraping - The most powerfu...
- Article Ultimate Guide to Web Scraping with Python Part...
- Article Web scraping with JS
- Article Scraping Recipe Websites | Ben Awad Blog
Biased Algorithms - and the importance of good data sets in AI
a collection of articles looking at the problem of Biased Algorithms - and the importance of good data sets in AI
20 resources
(4 more when logged in)
- Book The Equality Machine
- Podcast 274- The Age of the Algorithm - 99% Invisible |...
- Article Microsoft is creating an oracle for catching bi...
- Article ALGORITHMS HAVE ALREADY GONE ROGUE | Wired Mag...
- Article ‘Weapons of Math Destruction’: A Data Scientist...
- Video A Harvard mathematician reveals how algorithms ...
- Article IBM launches tool aimed at detecting AI bias - ...
- Article MIT fed an AI data from Reddit, and now it only...
- Article Franken-algorithms: the deadly consequences of ...
- Article 600,000 Images Removed from AI Database After A...
- View all 20 resources
GraphOS - Knowledge Graphs on the Blockchain
a collection of articles and resources about GraphOS - Knowledge Graphs on the Blockchain
3 resources
(1 more when logged in)
Leveraging big data to derive meaningful information is big business
A collection of articles looking at how Leveraging big data to derive meaningful information is big business
1 resource
(2 more when logged in)
Knowledge Graphs - educational database structure
a collection of articles and resources about Knowledge Graphs - educational database structure
0 resources
(3 more when logged in)
Big Data - Data science and AI - and business strategy
a collection of articles about Using AI and Data science
2 resources
Scraping websites for data
Scraping websites - issues, techniques, tricks, tools
4 resources
(1 more when logged in)
Add AI to your website - Tools for Machine Learning
Add AI to your website - Tools for Machine Learning
1 resource
Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more
Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more
5 resources
- Article Why Jupyter is data scientists’ computational n...
- Video Why MCP really is a big deal | Model Context Pr...
- Video ChatGPT code interpreter: A Literal *AI Game C...
- Article A Tour of The Top 10 Algorithms for Machine Lea...
- Article Datacoral raises $10M Series A for its data inf...
- Website Project Jupyter | Installing the Jupyter Notebook
- Article AI ML Frameworks: PyTorch dominates research, T...
- Website Dedupe.io - De-duplicate and find matches in yo...
- Website Anaconda Python/R Distribution - Anaconda
- Article Faker.js - Github
- View all 11 resources
Jupyter Notebooks - essential Tools for AI and Data Science
Jupyter Notebooks - essential Tools for AI and Data Science
2 resources
Replit - vibe coding resource
A collection of resources about Replit, focusing on its capabilities as an online coding platform that supports collaborative and interactive learning experiences. This compilation includes tutoria...
7 resources
- Video Getting Started with Replit
- Video Build Agents with Replit Agent. Vibe code an em...
- Video Intro to Replit: Idea to App in 5 minutes
- Website Replit - The collaborative browser based IDE
- Website 100 Days of Code - Python Course - Learn how to...
- Article Replit - GhostWriter Beta and AI Mode
- Article Replit - $80m to bring the next billion softwar...
Biased Algorithms - and the importance of good data sets in AI
a collection of articles looking at the problem of Biased Algorithms - and the importance of good data sets in AI
20 resources
(4 more when logged in)
- Book The Equality Machine
- Podcast 274- The Age of the Algorithm - 99% Invisible |...
- Article Microsoft is creating an oracle for catching bi...
- Article ALGORITHMS HAVE ALREADY GONE ROGUE | Wired Mag...
- Article ‘Weapons of Math Destruction’: A Data Scientist...
- Video A Harvard mathematician reveals how algorithms ...
- Article IBM launches tool aimed at detecting AI bias - ...
- Article MIT fed an AI data from Reddit, and now it only...
- Article Franken-algorithms: the deadly consequences of ...
- Article 600,000 Images Removed from AI Database After A...
- View all 20 resources
Importance of Good Data Sets in AI and Data Science
a collection of articles about Using AI and Data science
6 resources
(2 more when logged in)
- Article If Your Data Is Bad, Your Machine Learning Tool...
- Article Ethical issues in research using datasets of il...
- Article This is how AI bias really happens—and why it’s...
- Article 600,000 Images Removed from AI Database After A...
- Podcast a16z Podcast: The Product Edge in Machine Learn...
- Video Simpson's Paradox - Statistics
Data Sets - How to find good Data Sets for AI training and Data Science
Data Sets - How to find good Data Sets for AI training and Data Science
11 resources
(4 more when logged in)
- Website Kaggle: Your Machine Learning and Data Science ...
- Website Making 27.31TB of research data available || Ac...
- Article Walking With AI: How to Spot, Store and Clean t...
- Article Ethical issues in research using datasets of il...
- Article Nvidia AI turns sketches into photorealistic la...
- Article Sharing our Common Voices - Mozilla releases th...
- Article The Empty Promise of Data Moats – Andreessen Ho...
- Article A radical new technique lets AI learn with prac...
- Podcast a16z Podcast: The Product Edge in Machine Learn...
- Website Our World in Data
- View all 11 resources
Alternative Data (for investing) - Foursquare, SecondMeasure, Mattermark, CBInsights, and more
a collection of articles and resources about Alternative Data (for investing) - Foursquare, SecondMeasure, Mattermark, CBInsights, and more
7 resources
(1 more when logged in)
- Article Why investors want alternative data - The Econo...
- Article Your Garbage Data Is A Gold Mine -- Fast Company
- Article Mattermark to shut down after selling to FullCo...
- Video Startup Technology - Technical Founder Advice
- Podcast 20VC podcast (2018): CB Insights' Anand Sanwal
- Article CB Insights Raises $10 Million in Series A Fund...
- Website Second Measure - An analytics platform that let...
Unique data sets, AI and competing vs. bigger tech giants with domain-specific products
articles looking at how startup entrepreneurs can hope to compete vs the likes of Amazon
3 resources
(1 more when logged in)
Data Sets, Open Access and AI in medicine and health care
Data Sets and AI in medicine and health care
5 resources
- Website Our World in Data
- Article Is the world making progress against cancer? - ...
- Article The world has lost one-third of its forest, but...
- Article The price of batteries has declined by 97% in t...
- Article Income Inequality - Our World in Data
- Podcast Max Roser on building the world's best source o...
Open Data - for Science, Academic Research and Data Science
Open Data - for Science, Academic Research and Data Science
0 resources
(5 more when logged in)
AutoGPT - AI and Python scripts - using ChatGPT
AutoGPT - AI and Python scripts - using ChatGPT
1 resource
R (programming language) for Data Science
a collection of resources for learning R (programming language) for Data Science
6 resources
- Article Introduction to R Programming
- Article R vs. Python for Data Science [Video]
- Article R Notes for Professionals | ebook (pdf)
- Article a newcomer's (angry) guide to R
- Article Python vs. R (vs. SAS) - which tool should I le...
- Website DataCamp
Python (coding, programming language) - courses, lessons to get started
Python (coding, programming language) - courses, lessons to get started
16 resources
- Video Intermediate Python Programming Course - 6 hour...
- Website 100 Days of Code - Python Course - Learn how to...
- Video Learn Python - Full Course for Beginners - 4 ho...
- Article The Python Code Example Handbook – Simple Pytho...
- Website Python - Codecademy
- Article Learn Python Tutorials | Kaggle
- Website Dataquest
- Article Python For Beginners
- Article Google's Python Class | Python Education | ...
- Website PythonTurtle - learn Python (for kids, teens, a...
- View all 16 resources
AI and Python - Introduction to machine learning AI and programming in Python
a collection about AI and Python - Introduction to machine learning AI and programming in Python
7 resources
(1 more when logged in)
- Article The Best Machine Learning, NLP, and Python Tuto...
- Video LangChain explained - The hottest new Python fr...
- Article Building a Poor Man’s Deep Learning Camera in P...
- Article Essentials of Machine Learning Algorithms (with...
- Article The Ultimate Guide To Speech Recognition With P...
- Article Machine Learning for Beginners: An Introduction...
- Article GitHub - Python assignments for the machine lea...
Learn Python (programming language) - for kids, teens
Learn Python (programming language) - for kids, teens
4 resources
Database design for websites (SQL, MongoDB, Postgres, etc)
Tools, tips, and tricks for setting up website databases
11 resources
- Video How SQL Database Engines Work - talk by Dr. Ric...
- Video How to Link Tables in Airtable - from beginner ...
- Website SQL query builder - SQL query builder AI bot
- Article The 12 factor app
- Video Rethinking the traditional database: Blockchain...
- Article MongoDB Notes for Professionals | ebook (pdf)
- Article FoundationDB is Open Source
- Article How Goodreads offloads Amazon DynamoDB tables t...
- Article AWS gives open source the middle finger – TechC...
- Article Was MongoDB Ever the Right Choice?
- View all 11 resources
Coding, developer tools, resources - Backend As A Service, Firebase, others
Coding, developer tools, resources - Backend As A Service, Firebase, others
7 resources
- Website Railway - Bring your code, we'll handle the rest.
- Website Front-end code hosing: Firebase Hosting
- Article Tutorial: Building TodoMVC with 8base and Graph...
- Website Vercel - Develop. Preview. Ship
- Article How we spent 30k USD in Firebase (google) in le...
- Article Makerpad Tutorial - Develop a custom CRM using ...
- Article Using React, Firebase, and Ant Design to Quickl...
PostgreSQL - Database design for websites using Postgres
Tools, tips, and tricks for setting up website databases with Postgres
4 resources
getting started with PostgreSQL - Database design for websites using Postgres
getting tarted - Tools, tips, and tricks for setting up website databases with Postgres
6 resources
- Video Installing PostgreSQL and Creating Your First D...
- Website Postgres.app – the easiest way to get started w...
- Website PSequel, a PostgreSQL GUI Tool for macOS
- Article Postgres Guide - for beginners
- Article PostgreSQL Notes for Professionals | ebook (pdf)
- Article A short list of common mistakes in PostgreSQL
Workplace Automation - AI bots, tools, resources
Workplace Automation - AI bots, tools, resources
6 resources
- Website Zapier | The easiest way to automate your work
- Website Jasper - Marketing AI
- Website IFTTT - Every thing worksbetter together
- Website Parabola - automations | The better way to operate
- Article UiPath nabs $568M at a $7B valuation to bring r...
- Article Work management platform Asana launches new aut...
- Article The Kinds of Data Scientist - Harvard Business ...
- Article Job Comparison - Data Scientist vs Data Enginee...
- Article 'Data Science' - This Is America’s Hottest Job ...
- Article Three Paths in the Tech Industry: Founder, Exec...
- Article Ask HN: Who hires mathematicians? | Hacker News
- Article You Don’t Have to Be a Data Scientist to Fill T...
- Article Titanic: Machine Learning from Disaster | Kaggle
- Article Five Ways to Lie with Charts
- Article How Big Data Is Empowering AI and Machine Learn...
- Article Introduction to R Programming
- View all 12 resources
Getting started with Machine Learning (AI)
how to get started with machine learning (artificial intelligence, AI)
16 resources
- Website AI Playbook - from A16Z
- Article Machine Learning Guides - ML Universal Guides ...
- Article No Machine Learning in your product? Start here...
- Article Lessons from My First Two Years of AI Research ...
- Article Part 1 The basics of machine learning - regress...
- Article Part 2 Perceptrons, logistic regression, and SVMs
- Article Part 4 - The Bias-Variance Dilemma The Bias Var...
- Video Lecture 1 | Machine Learning (Stanford)
- Video Hello World - Machine Learning Recipes #1
- Article Applied Machine Learning: The Less Confusing Guide
- View all 16 resources
Getting started with Machine Learning (AI) - pathways from beginner to advanced
Getting started with Machine Learning (AI) - pathways from beginner to advanced
4 resources
- RelatedCourseLink Deep Learning by Andrew Ng - deeplearning.ai | ...
- Video How I would learn Machine Learning (if I could ...
- Article GitHub - ML-Study-Guide: Minimal Machine Learni...
- RelatedCourseLink Kaggle: Intro to Machine Learning - Tutorials
R (programming language) for Data Science
a collection of resources for learning R (programming language) for Data Science
6 resources
- Article Introduction to R Programming
- Article R vs. Python for Data Science [Video]
- Article R Notes for Professionals | ebook (pdf)
- Article a newcomer's (angry) guide to R
- Article Python vs. R (vs. SAS) - which tool should I le...
- Website DataCamp
Data Science Courses and MOOCs
a collection of articles about Data Science Courses and MOOCs
16 resources
- Website Dataquest
- Video Stanford's FREE data science book and course ar...
- Video NumPy Crash Course - Complete Tutorial 1 hour
- RelatedCourseLink Deep Learning by Andrew Ng - deeplearning.ai | ...
- RelatedCourseLink Foundations of Data Science | edX
- RelatedCourseLink Coursera - The Data Scientist’s Toolbox
- Article Berkeley offers its fastest-growing course – da...
- Video Intro to Understanding Data | Marginal Revoluti...
- Article Prerequisites and Prework | Machine Learning ...
- Article How you can change the world by learning Data S...
- View all 16 resources
Preparing for Jobs and Careers of the Future
a collection of thoughts about Preparing for Jobs and Careers of the Future
10 resources
(1 more when logged in)
- Book Futureproof: 9 Rules for Humans in the Age of A...
- Article We’ve had to prepare for jobs that don’t exist ...
- Article These are the 5 “super skills” you need for job...
- Article The jobs of the future are already here – and s...
- Article How AR and VR Prepare Students for Jobs of the ...
- Article 85% Of Jobs That Will Exist In 2030 Haven’t Bee...
- Article How to test your potential to do a job you’ve n...
- Article Robots to Cut 200,000 U.S. Bank Jobs in Next De...
- Article Don’t Compete. Create! - Darius Foroux
- Article A Simple Way to Map Out Your Career Ambitions -...
Algorithims - getting started with Machine Learning (AI)
algorithms for geting started with machine learning (artificial intelligence, AI)
8 resources
- Article A Tour of The Top 10 Algorithms for Machine Lea...
- Article The Big Problem With Machine Learning Algorithm...
- Article Khan Academy (Full Course): Algorithms
- Video Algorithms: Harvard Professor Explains Algorith...
- Article How you can change the world by learning Data S...
- Article Essentials of Machine Learning Algorithms (with...
- Article Transforming Wikipedia into an accurate cultura...
- Book Algorithms - textbook by Jeff Erickson
Data Science: Careers - steps, getting started
Introduction to careers in Data Science
4 resources
(2 more when logged in)
- Website Dataquest
- Video How I Would Learn Data Science (If I Had to Sta...
- Article GitHub - The Data Engineering Cookbook
- Website DataCamp
Getting started with Data Science and Machine Learning (AI) - tools and resources
how to get started with machine learning (artificial intelligence, AI) - tools and resources
10 resources
- Website Kaggle: Your Machine Learning and Data Science ...
- Video Stanford's FREE data science book and course ar...
- Video ChatGPT code interpreter: A Literal *AI Game C...
- RelatedCourseLink Deep Learning by Andrew Ng - deeplearning.ai | ...
- Article Why Jupyter is data scientists’ computational n...
- Article Train Your Machine Learning Models on Google’s ...
- Article CometML wants to do for machine learning what G...
- Article Google Developers Launchpad introduces The Leve...
- Article Introducing TensorFlow.js: Machine Learning in ...
- Article The Microsoft Artificial Intelligence Landscape...
Getting started with Machine Learning (AI) - courses from Amazon, Google, Microsoft, more
how to get started with machine learning (artificial intelligence, AI) with - courses from Amazon, Google, Microsoft, more
9 resources
- Article Machine Learning Crash Course | Google Develo...
- RelatedCourseLink Deep Learning by Andrew Ng - deeplearning.ai | ...
- Article ‘I want to learn Artificial Intelligence and Ma...
- Article Prerequisites and Prework | Machine Learning ...
- Article Amazon makes its machine learning courses avail...
- Article No PhD, no problem - New schemes teach the mass...
- Article Aiming to fill skill gaps in AI, Microsoft make...
- RelatedCourseLink Machine Learning Crash Course | Google Develo...
- RelatedCourseLink Foundations of Machine Learning
Getting jobs at Google, Apple - without a college degree
Getting jobs at Google, Apple - without a college degree
3 resources
- Podcast Podcast 29: Growing an Online Training Business...
- Website DataCamp
- Website Dataquest
Statistics, Data Science and Academic Research
a collection of resources for students interested in Statistics and Data Science
6 resources
- Article Scientists rise up against statistical signific...
- Article Five ways to fix statistics
- Article A Guide to Statistics on Historical Trends in I...
- Article Estimating the chances of something that hasn’t...
- Article Graphics That Seem Clear Can Easily Be Misread ...
- Article The Sturgis Biker Rally Did Not Cause 266,796 C...
Probability and Statistics - ideas, concepts
Probability and Statistics - ideas, concepts
6 resources
- RelatedCourseLink Statistics and Probability | Khan Academy
- Video Simpson's Paradox - Statistics
- Article Statistics & Probability Hip-Hop Videos & Lesso...
- Video Why you should love statistics | TEDx - Alan Smith
- Article Five ways to fix statistics
- Video The trickiest problem in statistics (and how it...
- RelatedCourseLink Statistics and Probability | Khan Academy
Statistics - Introduction
a collection of resources for students interested in Statistics and Data Science
7 resources
- Article Graphics That Seem Clear Can Easily Be Misread ...
- Video Why you should love statistics | TEDx - Alan Smith
- Video Bill Gates on Factfulness
- Video Why the world population won’t exceed 11 billio...
- Article Random Forests for Complete Beginners - victorz...
- Video Simpson's Paradox - Statistics
- Video What Is Statistics: Crash Course Statistics #1 ...
Linear Regression, Algebra - Statistics, Data Science and Academic Research
a collection of resources for students interested in Statistics and Data Science
4 resources
AI, Machine Learning and Academic Research into AI
AI, Machine Learning and Academic Research into AI
10 resources
(1 more when logged in)
- Article Teaching machines to reason about what they see...
- Video AI Tools So Powerful Universities Ban Them
- Article A.I. Researchers Are Making More Than $1 Millio...
- Article Deep Learning, MIT press
- Article Lessons from My First Two Years of AI Research ...
- Article Ethical issues in research using datasets of il...
- Article How Big Data Is Changing Genetic Research - Digg
- Article Elon Musk’s brain-interface company is promisin...
- Article Facebook has a neural network that can do advan...
- Article Bio Eats World: The Google Maps Moment in (Mode...
Probability and Statistics - Khan Academy course
Probability and Statistics - Khan Academy course
2 resources
- Video Finding probability example | Probability and S...
- RelatedCourseLink Statistics and Probability | Khan Academy
Data Visualization, Statistics, Data Science - Introduction
Data Visualization, Statistics, Data Science - Introduction
4 resources
Recent changes to this Course:
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"AI Tools So Powerful Universities Ban Them"
on the Chunk: AI, Machine Learning and Academic Research into AI
2 months ago
2 months ago
CourseChunks
saved a new Video
"Intro to Replit: Idea to App in 5 minutes"
on the Chunk: Replit - vibe coding resource
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"Getting Started with Replit"
on the Chunk: Replit - vibe coding resource
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"Why MCP really is a big deal | Model Context Protocol with Tim Berglund"
on the Chunk: Tools for AI and Data Science
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"Front-end code hosing: Firebase Hosting"
on the Chunk: Coding, developer tools, resources - Backend As A Service, Firebase, others
11 months ago
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"Jasper - Marketing AI"
on the Chunk: Workplace Automation - AI bots, tools, resources
12 months ago
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"Algorithms: Harvard Professor Explains Algorithms in 5 Levels of Difficulty | WIRED"
on the Chunk: Algorithims - getting started with Machine Learning (AI)
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"100 Days of Code - Python Course - Learn how to Code on Replit"
on the Chunk: Replit - vibe coding resource
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about 2 years ago
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on the Chunk: Learn Python (programming language) - for kids, teens
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"100 Days of Code - Python Course - Learn how to Code on Replit"
on the Chunk: Python (coding, programming language) - courses, lessons to get started
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"Introducing Python in Excel"
on the Chunk: Python and Data Science
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"Stanford's FREE data science book and course are the best yet"
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