Data Science and programmers

Python and Data Science

5 resources

a collection about Python and Data Science

• Video Introducing Python in Excel
• Article How to Analyze Data with Python, Pandas & Numpy - 10 Hour Course
• Article R vs. Python for Data Science [Video]
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Big Data - Data science and AI

9 resources (1 more when logged in)

a collection of articles about Using AI and Data science

• Video Intro to Understanding Data | Marginal Revolution University
• Podcast a16z Podcast: The Taxonomy of Collective Knowledge – Andreessen Horowitz
• Article 15 Types of Regression you should know
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Data Ontologies, Taxonomy and Shared Knowledge

4 resources (1 more when logged in)

a collection of articles and resources about Data Ontologies, Taxonomy and Shared Knowledge

• Article What is an Ontology?
• Podcast a16z Podcast: The Taxonomy of Collective Knowledge – Andreessen Horowitz
• Podcast Foursquare CEO Jeff Glueck on using data to map the global economy | This Week In Startups
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Statistics, Data Science and Academic Research

6 resources

a collection of resources for students interested in Statistics and Data Science

• Article Scientists rise up against statistical significance - Nature
• Article Five ways to fix statistics
• Article A Guide to Statistics on Historical Trends in Income Inequality | Center on Budget and Policy Priorities
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Using AI and Data for Forecasting and Predictions

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a collection of articles about Using AI and Data for Forecasting and Predictions

• Article How Our Company Learned to Make Better Predictions About Everything
• Book Superforecasting: The Art and Science of Prediction by Philip E. Tetlock
• Article Are programs better than people at predicting reoffending? | The Economist
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Add AI to your website - Tools for Machine Learning

1 resource

Add AI to your website - Tools for Machine Learning

• Article Slai makes intelligent choices around machine learning setups for developers – TechCrunch

Probability and Statistics - ideas, concepts

6 resources

Probability and Statistics - ideas, concepts

• RelatedCourseLink Statistics and Probability | Khan Academy
• Video Simpson's Paradox - Statistics
• Article Statistics & Probability Hip-Hop Videos & Lessons | Flocabulary - Flocabulary
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Statistics - courses, pathways

1 resource

Statistics - courses, pathways

• RelatedCourseLink Statistics and Probability | Khan Academy

Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more

5 resources

Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more

• Video NumPy Crash Course - Complete Tutorial 1 hour
• Article How to Analyze Data with Python, Pandas & Numpy - 10 Hour Course
• Video Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, Sorting, Filtering, Groupby)
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Statistics - Introduction

7 resources

a collection of resources for students interested in Statistics and Data Science

• Article Graphics That Seem Clear Can Easily Be Misread   - Scientific American
• Video Why you should love statistics | TEDx - Alan Smith
• Video Bill Gates on Factfulness
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Linear Regression, Algebra - Statistics, Data Science and Academic Research

4 resources

a collection of resources for students interested in Statistics and Data Science

• Video Intro to Linear Regression | Marginal Revolution University
• Article How to Solve Linear Regression Using Linear Algebra
• Article Linear regression by hand – Data Science Gazette
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AI, Machine Learning and Academic Research into AI

9 resources (2 more when logged in)

AI, Machine Learning and Academic Research into AI

• Article Teaching machines to reason about what they see | MIT News
• Video AI Tools So Powerful Universities Ban Them
• Article A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit - The New York Times
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Big Data - Data science and AI - and business strategy

2 resources

a collection of articles about Using AI and Data science

• Article How Big Data Is Empowering AI and Machine Learning at Scale | MIT Sloan Management Review
• Article The Empty Promise of Data Moats – Andreessen Horowitz

Probability and Statistics - Khan Academy course

2 resources

Probability and Statistics - Khan Academy course

• Video Finding probability example | Probability and Statistics | Khan Academy
• RelatedCourseLink Statistics and Probability | Khan Academy

Kaggle - for data science

5 resources

Kaggle - for data science

• Website Kaggle: Your Machine Learning and Data Science Community
• RelatedCourseLink Kaggle: Intro to Machine Learning - Tutorials
• Article Google is acquiring data science community Kaggle – TechCrunch
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Jupyter Notebooks - essential Tools for AI and Data Science

2 resources

Jupyter Notebooks - essential Tools for AI and Data Science

• Article Why Jupyter is data scientists’ computational notebook of choice
• Website Project Jupyter | Installing the Jupyter Notebook

Python (coding, programming language) - courses, lessons to get started

15 resources (1 more when logged in)

Python (coding, programming language) - courses, lessons to get started

• Video Intermediate Python Programming Course - 6 hours - freeCodeCamp
• Website 100 Days of Code - Python Course - Learn how to Code on Replit
• Video Learn Python - Full Course for Beginners - 4 hours - freeCodeCamp [Tutorial]
• View all 16 resources

Learn Python (programming language) - for kids, teens

4 resources

Learn Python (programming language) - for kids, teens

• Website PythonTurtle - learn Python (for kids, teens, adults)
• Website 100 Days of Code - Python Course - Learn how to Code on Replit
• Website Python - Codecademy
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Python and Data Science - sample projects

3 resources

a collection about Python and Data Science

• Article Ultimate Guide to Web Scraping with Python Part 1: Requests and BeautifulSoup – LearnDataSci
• Article Raspberry Pi Pet Detector Camera Using Python, TensorFlow, and Twilio
• Article Building a Poor Man’s Deep Learning Camera in Python

Arguments against Python (programming language)

2 resources

Python (programming language)

• Article 8 Reasons Python Sucks - The Hacker Factor Blog
• Article Why Python is not the programming language of the future

R (programming language) for Data Science

6 resources

a collection of resources for learning R (programming language) for Data Science

• Article Introduction to R Programming
• Article R vs. Python for Data Science [Video]
• Article R Notes for Professionals | ebook (pdf)
• View all 6 resources

Tools for AI and Data Science

11 resources

a collection of Tools for AI and Data Science

• Article Why Jupyter is data scientists’ computational notebook of choice
• Video Why MCP really is a big deal | Model Context Protocol with Tim Berglund
• Video ChatGPT code interpreter: A Literal *AI Game Changer* for Research & Academia
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Data Visualization, Statistics, Data Science - Introduction

4 resources

Data Visualization, Statistics, Data Science - Introduction

• Article Learn Data Visualization in This Free 17-Hour Course
• Article How to pick more beautiful colors for your data visualizations
• Article Graphics That Seem Clear Can Easily Be Misread   - Scientific American
• View all 4 resources

GraphOS - Knowledge Graphs on the Blockchain

3 resources (1 more when logged in)

a collection of articles and resources about GraphOS - Knowledge Graphs on the Blockchain

• Article GraphPath plans to combine Knowledge Graphs with the blockchain – TechCrunch
• Video Introducing GraphOS
• Article GraphPath Announces GraphOS and the GraphOS Consortium - Medium
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