Resources
Bookmarks
- Collaborative Dasta Science for Healthcare at MIT
- CSC 448B Visualization at Stanford University
- Quantitative Reasoing in Context - Mayes, Bonilla, Peterson
- Qunatitative Reasoning Test-Out - Ezra Glenn, MIT
- What is Quantitative Reasoning? - David Bressoud
- 100 Little Ideas - Morgan Housel
- The Startup Founder’s Guide to Analytics - Tristan Handy
- Being prepared is overrated: start before you feel ready - Anne-Laure Le Cunff
- Why We’re Blind to Probability - Morgan Housel
- The Fermi Paradox - Tim Urban
- Great Talks Most People Have Never Heard - James Clear
- Book Recommendations - Dr. Jordan Peterson
- Why Sleep Deprivation Kills - Veronique Greenwood
- This is how AI bias really happens—and why it’s so hard to fix - Karen Hao
- Digital Security Maxims - Adil Majid
- Should This Meeting Be an Email? - Becky Kane
- 100 Blocks a Day - Tim Urban
- How We Use the Procrastination Equation - Alex Vermeer
- Building a Second Brain: The Illustrated Notes - Maggie Appleton
- Adjusting To New Normals - Sarah Peck
- Audience-First Products - David Perell
- Are You Leading a Life of Quiet Desperation? - Mike Turitzin
- Why Your Cat Thinks You're a Huge, Unpredictable Ape - Nick Stockton
- My Ultimate Guide to Public Speaking - Michael Ashcroft
- The Psychology of Passive Barriers - Ramit Sethi
- Growth Without Goals - Patrick O'Shaughnessy
Data Structures and Algorithms
- Awesome Algorithms Education - gaerae
- Awesome Algorithms - tayllan
- All Algorithms implemented in Python - TheAlgorithms
- Problem Solving with Algorithms and Data Structures - Brad Miller and David Ranum, Luther College
- AlgoCS - bakhodir10
Machine Learning
- Grokking Deep Learning
- Deep Learning Lectures - Ian Goodfellow, Yoshua Bengio and Aaron Courville
- Awesome Deep Learning Project Ideas
- A Neural Network in 11 lines of Python
- Practical Deep Learning for Coders
- Deep Reinforcement Learning at UC Berkeley
- Project-Based Learning in Python
- Machine Learning papers at Arxiv Sanity Preserver
- Machine Learning Crash Course with TensorFlow APIs
- ML Resources - Sam Finlayson
- The 7 Steps of Machine Learning - Yufeng G
- ML Resources - Sebastian Raschka at UW-Madison
Data Science
- Exploring Data with Python - Stephen Elston
- Company Data Science Blogs
- Intro to SQL - Khan Academy
- How to Think Like a Computer Scientist
- Learning from Data - Yaser Abu-Mostafa at Caltech
- Automate the Boring Stuff with Python - Al Sweigart
- ML Resources - Sebastian Raschka at UW-Madison
- The Hitchhiker's Guide to Data Science
- Data Cleaning - Kaggle
Mathematics
- An Introduction to Statistical Learning (Stanford)
- Calculus I - Paul’s Online Notes
- Calculus 1 - Khan Academy
- Calculus 2 - Khan Academy
- The Essence of Calculus - 3Blue1Brown
- Probability Cheatsheet - William Chen
- Introduction to Methods of Applied Mathematics - Sean Mauch
- Think Stats - Allen B. Downey
- Statistics and Probability - Khan Academy
- The Elements of Statistical Learning - Hastie, Tibshirani, Friedman
- Fundamentals of Linear Algebra - James B. Carrell
- Linear Algebra and Analysis - Kuttler
- Linear Algebra Explained in Four Pages - Ivan Savov
Harvard Courses
- CS50: Introduction to Computer Science
- CS50's Web Programming with Python and JavaScript
- CS50's Introduction to Artificial Intelligence with Python
- CS50's Introduction to Cybersecurity
- Computer Science for Game Development
- CS50's Introduction to Databases with SQL
- CS50's Understanding Technology
Jobs and Interviews
- How to Prepare for Technical Interviews - Tommy MacWilliam
- Harvard University Resume and Cover Letter Guides
- Jobs for Data Lover - Data Elixir
Writing
- I Copied a Year's Worth of Seth Godin's Writing in a Week. - Matthew Encina
- Writing as a thinking tool - Anne-Laure Le Cunff
- Great advice on writing from Tim Urban - Brian Beckcom
- The Boron Letters - Morgan Crozier
- Writing Daily, but Positing when Ready - Derek Sivers
- Overwriting - Seth Godin
- The Ultimate Guide to Writing Online - David Perell
- How you can self-publish a book for free - Pete Codes
- 6am Writing - Shawn Blanc
- 11 Ways to Write Better - The Minimalists
- 21 Tactics to Help You Become a Better Writer - Nat Eliason
- Writing Better - Julian Shapiro
- 7 Improvements I Have Made to My Writing and Work - James Clear
- David Ogilvy 10 Tips on Writing - Farnam Street
| Tools | Description | URL |
| Typings | A sleek and modern typing test website | https://typings.gg/ |
| Ghostwriter | Free and open-source distraction-free Markdown editor | https://ghostwriter.kde.org/ |
| Letter Count | Counts the number of characters in a text, useful for tweets | https://www.lettercount.com/ |
| Zeoob | Fake Post & Chat Generators for Social Media | https://zeoob.com/ |
| Word Hippo | Thesaurus and word tools for your creative needs | https://www.wordhippo.com/ |
| Hemmingway Editor | Makes your writing bold and clear | https://hemingwayapp.com/ |
| Ludwig | Sentence search engine that gives you contextualized examples | https://ludwig.guru/ |
| Your Dictionary | Find Sentence Examples | https://sentence.yourdictionary.com/ |
| A-Z of alternative words | Find simpler alternatives to pompous words | https://www.plainenglish.co.uk/the-a-z-of-alternative-words.html |