rai0x90/literature

curated repository of literature across various fields im interested in

literature

curated literature/media consumed across my intellectual journey

0x1 - Quantitative Finance/Algorithmic Trading

• Systematic Trading: A unique new method for designing trading and investing systems
• Trading Systems and Methods
• Advances in Financial Machine Learning
• The Leverage Space Trading Model
• Cycle Analytics for Traders
• Rocket Science for Traders: Digital Signal Processing Applications
• Quantitative Portfolio Management: The Art and Science of Statistical Arbitrage
• Modern Computational Finance: AAD and Parallel Simulations
• Exploratory Trading: High Frequency Trading

0x2 - Startups/Venture Capital

• Ernestine Fu: All You Need to Know About Venture Capital
• Decision Analysis in Venture

0x3 - Machine Learning

• LLMs (Large Language Models)
  • Deep Mind: Improving language models by retrieving from trillions of tokens
• Problems
  • AI-complete/AI-hard
  • Yann LeCun - The Present and Future of Artificial Intelligence
• Neural Networks
  • Why neural networks aren't neural networks
  • The Hopfield Network: Memory Storage in Neural Networks
• Deep Learning
  • AMMI Geometric Deep Learning Course, 2nd Edition
  • Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
• Models, Fundamentals, & Programming
  • MiniTorch: A DIY teaching library for ML who wish to learn about the internal concepts underlying deep learning systems
  • Rank, Axes, and Shape Explained - Tensors for Deep Learning
  • Computational Linear Algebra for Coders
  • Baye's Theorem
  • Normalization
  • Deep Learning Basics - Input Normalization
• MLOps
  • Python, OCaml, and Machine Learning at Jane Street

0x4 - Computational Neuroscience

• How to Get Started in Computational Neuroscience
• Neuronal Dynamics
  • Neuronal Dynamics: Python Exercises
• Neuromatch Academy: Computational Neuroscience
• Neural Data Science
  • Course Readings
  • Course Projects
• Datasets
  • OpenNeuro
  • NeuroMorpho

0x5 - Hacking

• Environment Variables
  • Hacking with Environment Variables
  • Abusing Environment Variables
• Web Security
  • POSIX's Web Sec Cheatsheet
  • Orange Tsai: A Journey Combining Web Hacking and Binary Exploitation in Real World
  • XSS
    • POSIX's XSS Cheatsheet
• Reverse Engineering
  • Automatic Protocol Reverse Engineering
• Networking
  • The FASHIONCLEFT Protocol (NSA Tailored Access Operations)
  • FASHIONCLEFT Protocol (NSA Tailored Access Operations) Interface Control Document
• Hash Table Exploitation
  • Orange Tsai: Destabilizing Hash Table on Microsoft IIS
    • DEFCON 30 Video Presentation
    • Presentation Slides
  • Hash-Flooding Attacks
    • Hash-Flooding DoS
    • What is Hash-Flooding Attack
    • Hash-Flooding DoS Reloaded: Attacks and Defenses
• Template Engine Exploitation
  • AST Injection, Prototype Pollution to RCE
  • Polluting Template Engine Cache via Prototype Pollution

0x6 - Quantum Computing

0x7 - Software Engineering

• Data Structures & Algorithms
  • Programming and Intro Data Structures
• Networking
  • Beej’s Guide to Network Programming Using Internet Sockets
  • Qt Network
  • Network Programming with Qt
  • Boost.Asio Docs
  • C++ Network Programming with Patterns, Frameworks, and ACE
  • Guide to Implementing Communication Protocols in C++ (for Embedded Systems)
• Low Level
  • Dragon Book 2nd Edition - Compilers: Principles, Techniques, and Tools
  • Assembly Language for x86 Processors (x86/Intel64 Processors, MASM)
• Hardware
  • Reading Silicon: How to Reverse Engineer Integrated Circuits
• Interviews
  • Leetcode 101: The 14 Patterns Introduction | Workshop (Winter 2022)
  • DS&A Interview Cheatsheet

0x8 - Astrophysics/Cosmology

• The Cosmic Perspective 8th Edition (Comprehensive Survey of Modern Astronomy)
• Leonard Susskind's General Relativity Lectures

0x9 - Philosophy

• Madness & Civilization
• Capitalist Realism: Is There No Alternative?
• Anti-Oedipus: Capitalism and Schizophrenia
• A Thousand Plateus: Capitalism and Schizophrenia

0x10 - Mathematics

• Discrete Mathematics and Its Applications, 8th Edition
• Algebra, Topology, Differential Calculus, and Optimization Theory For Computer Science and Machine Learning
• Group Theory - Intro to Higher Mathematics