Ethan Cratchley - Resources

Research Papers

• Machine Learning in Finance Emerging Trends and Challenges

  An overview of machine learning's application and evolving role in the financial sector.

• Applying AI to Rebuild Middle Class Jobs

  Examines how AI can address job losses and rebuild middle-class employment opportunities.

• Explaining AI: Past, Present, and Prospects

  A reflection on AI's historical developments, current state, and future directions.

• The Impact of Large Language Models on Scientific Discovery

  Analyzes GPT-4's potential influence on accelerating scientific discoveries.

• Attention Is All You Need

  Introduces the Transformer architecture, a foundational model for modern NLP.

• ImageNet Classification with Deep Convolutional Neural Networks

  The seminal paper on AlexNet, which transformed computer vision research.

• Generative Adversarial Nets

  Introduces GANs, a model architecture for generating realistic synthetic data.

• Poverty Impedes Cognitive Function

  Investigates the relationship between poverty and reduced cognitive performance.

• Investor Sentiment and the Cross-Section of Stock Returns

  Research on how investor sentiment impacts stock market returns.

• Turing's 1936 Paper

  The foundational work that introduced the concept of the Turing machine.

Internet Goldmine

• Ishan Coffee
• Visu Algo
• Regrets of the Dying
• Incomplete Ideas
• Vincent's Website
• Sigil's Website
• Meaningness
• Gwern
• Sam Altman's Blog
• Geohot Blog
• Stephen Wolfram Website
• Dan Luu's Website
• OSSU
• Teach Yourself CS
• STEM Visuals
• Feynman Lectures
• Hyper Physics
• 1000 Tools
• CUDA
• GPU Alpha
• Physics Classroom
• 3blue1brown Lessons
• Near Blog
• AGI Futures
• Paul Graham Essays
• Patrick's Website
• Nat's Website
• Laura's Website
• Karpathy's Website
• Alex's Website
• Vitalik's Website
• Meditation Book
• Naval's Website
• Jxnl's Website
• ML Stash
• 4 Billion If Statements
• Eleuther Blog
• Deliberate Practice
• Bitcoin Whitepaper
• Yacine's Site
• Startup Stories
• Calder's Notes
• Nelhage Blog
• e/acc Newsletter
• Distill
• Tim's Website
• Henrik's Website
• AI Summer
• NN and DL
• Math Academy
• Deep Learning Book
• Wizard Zines
• Project Euler
• Fast.ai
• Backprop
• Learn C++
• CS124
• Hacker News
• E. P. Chan's Quantitative Trading
• Patrick Collison Advice
• Computer & Electronics Videos
• The Man in the Arena

Books

• The Intelligent Investor

  A timeless book on value investing and long-term financial strategy by Benjamin Graham.

• The Berkshire Hathaway Annual Meetings

  Insights and lessons from Warren Buffett and Charlie Munger’s legendary Q&A sessions.

• Fundamentals of Corporate Finance

  A comprehensive guide to understanding the principles of corporate finance.

• Venture Deals

  A practical guide to navigating venture capital deals and startup funding.

• Python Crash Course

  An excellent introduction to Python programming for beginners.

• The C Programming Language

  The definitive guide to C programming by Brian Kernighan and Dennis Ritchie.

• Clean Code

  A guide to writing readable, maintainable, and efficient code by Robert C. Martin.

• The Essays of Warren Buffet

  A curated collection of Buffett’s letters to shareholders, full of investment wisdom.

• Python for Algo Trading

  A hands-on approach to using Python for developing algorithmic trading strategies.

• Trading and Exchanges: Market Microstructure for Practitioners

  An in-depth exploration of the mechanics of trading and exchanges.

• Algorithmic Trading: Winning Strategies and Their Rationale

  Comprehensive insights into developing successful algorithmic trading strategies.

• Successful Algo Trading

  A practical guide to building profitable algorithmic trading systems.

• Jony Ive: The Genius Behind Apple Products

  The story of Apple’s chief designer and his contributions to iconic products.

• Elon Musk

  A biography of Elon Musk, exploring his vision, challenges, and achievements.

• Steve Jobs

  The biography of Apple’s co-founder, detailing his life, innovation, and leadership.

• The Everything Store

  A deep dive into the rise of Amazon and Jeff Bezos’s business strategies.

• Can't Hurt Me

  David Goggins’s memoir of resilience, mental toughness, and personal transformation.

• Never Finished

  A follow-up by David Goggins with more lessons on overcoming challenges.

• The Wim Hof Method

  Insights into Wim Hof’s breathing techniques and cold exposure methods for health and resilience.

• Genghis Khan and the Making of the Modern World

  A historical narrative of Genghis Khan’s influence on global civilization.

• Sapiens

  A brief history of humankind, exploring our evolution and cultural development.

• The Bitcoin Standard

  An analysis of Bitcoin’s role in economics and its potential as a global currency.

• The Art of the Deal

  Guide to business strategies and deal-making.

Bookshelf