Python and Data Science

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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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

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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Biased Algorithms - and the importance of good data sets in AI

21 resources (3 more when logged in)

a collection of articles looking at the problem of Biased Algorithms - and the importance of good data sets in AI

• Book The Equality Machine
• Podcast 274- The Age of the Algorithm - 99% Invisible | Podcast on Spotify
• Article Microsoft is creating an oracle for catching biased AI algorithms - MIT Technology Review
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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 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

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)
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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
• View all 11 resources