Recommended_Programming_Books.md 6.5 KB
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From Zero to Large Model Development and Fine-tuning: Based on PyTorch and ChatGLM - Wang Xiaohua
The Principles of Programming: 101 Ways to Improve Code Quality - Isao Ueda
Generative AI Design Patterns - Valliappa Lakshmanan & Hannes Hapke
The Mythical Man-Month - Frederick Brooks
Peopleware (3rd Edition) - Tom DeMarco & Timothy Lister
The 45 Habits of Highly Effective Programmers: Agile Development Practice - Andy Hunt & Venkat Subramaniam
The Art of Project Management Practice - Rothman
Programming Pearls (Continued) - Jon Bentley
Programming Pearls (2nd Edition) - Jon Bentley
Programming Principles: Advice from Code Master Max Kanat-Alexander (Bringing the idea of minimalist design back to computer programming, suitable for software developers, development team managers, and students majoring in software-related fields) (Huazhang Programmer Library) - Max Kanat-Alexander
The Art of Readable Code - Dustin Boswell & Trevor Foucher
Statistical Thinking: Probability and Statistics for Programmers (2nd Edition) - Allen B. Downey
Mastering Rust (2nd Edition) - Rahul Sharma & Vesa Kaihlavirta
Programmer's Super Brain (Turing Programming Series: Programmer's Cultivation Series) - Felian Hermans
Software Architecture for Programmers - Simon Brown
The Pragmatic Programmer: Thirty-three Tips for Professional Developers - Josh Carter
Learn Python with Comics: Fun, Informative, Interesting, and Useful - Guan Dongsheng
Chaos Engineering: Improving Software System Reliability Through Controlled Fault Experiments - Mikolaj Palikowski_1
Deep Dive into Python Features - Dann Bader
Microservices in Action (A practical book covering technical practices from microservice design to deployment) (Async Books) - Morgan Bruce & Paul A. Pereira
Building Big Data Systems: Principles and Best Practices for Building Scalable Real-time Data Systems - Nathan Marz & James Warren
Illustrated Performance Optimization (Turing Programming Series) - Keiji Oda & Jin Kurematsutani & Takeshi Hirayama & Norichika Okada
Turing Programming Series: Large-Scale Data Processing Introduction and Practice (Set of 10 Books) [Turing Edition! A set encompassing SQL, Python, Spark, Hadoop, Neha Narkhede & Gwen Shapira Todd & Palino & Benjamin Banford & Jenny Kim & Ellen Friedman & Kostas Tzoumas
Clean Code - Robert C. Martin
The Essence of Code: Core Concepts of Programming Languages (Turing Programming Series) - Taiwa Nishio
Design Patterns for Everyone: Understanding Design Patterns from Real Life - Luo Weifu
The Rust Programming Language (2nd Edition) - Steve Klabnik & Carol Nichols
Python for Financial Big Data Analysis (2nd Edition) - Yves Hilpisch
Python Scientific Computing Fundamentals Tutorial - Hemant Kumar Mehta_1
Python Data Mining Introduction and Practice - Robert Layton
Python Data Analysis and Algorithm Guide (Set of 8 Books) - Jiang Songsong & Zou Jing & Deng Liguo & Zhai Kun & Hu Feng & Zhou Xiaoran & Wang Guoping & Bai Ningchao & Tang Dan & Wen Jun & Zhang Ruoyu & Hong Jinkui
Python Performance Analysis and Optimization - Fernando Doglio
Python Functional Programming (2nd Edition) (Turing Books) - Steven Lott_1
Quantitative Trading in the GPT Era: Underlying Logic and Technical Practice - Luo Yong & Lu Hongbo_1
ChatGPT Data Analysis Practice - Shi Haoran & Zhao Xin & Wu Zhicheng
AI Era Python Financial Big Data Analysis Practice: ChatGPT Makes Financial Big Data Analysis Soar - Guan Dongsheng
Cross-Market Trading Strategies - John J. Murphy
Asset Pricing and Machine Learning - Wu Ke
Engineering Thinking - Marc N. Holenstein
The Programmer's Brain: Develop Cognitive Potential with Nine Lessons (Turing Programming Series) - Andy Hunt
The Pragmatic Programmer: Your Journey to Mastery (2nd Edition) [This book has revolutionized countless software careers! And propelled the entire IT industry to where it is today! A heavy-hitting re-release after 20 years!] - David Thomas & Andrew Hunt
Thinking, Fast and Slow (original: Judgment Under Uncertainty: Heuristics and Biases) - Daniel Kahneman
The Beauty of Simplicity: The Art of Software Design - Max Kanant-Alexander
The Programmer's Underlying Logic - Zhang Jianfei
The Programmer's Three Courses: Technical Advancement, Architecture Cultivation, Management Exploration - Yu Junze
Machine Learning System Design (Turing Programming Series) - Willi Richert & Luis Pedro Coelho
Introduction to Mind Engineering - Qian Xiaoyi
Algorithmic Essentials: Python Implementations of Classic Computer Science Problems - David Kopec
Functional Programming Thinking (Turing Programming Series) - Neal Ford
Python Functional Programming (2nd Edition) (Turing Books) - Steven Lott
Effective Python: 90 Specific Ways to Write Better Python (2nd Edition) (Effective Series) - Brett Slatkin
High-Frequency Trading (2nd Edition) - Irene Aldridge
Flash Boys: A Wall Street Revolt - Michael Lewis
Principles of Finance (6th Edition) - Peng Xinyun
Financial Literacy for the Smart Investor - Xiao Yuhong
Visualizing Quantitative Finance - Michael Lovelady
Quantitative Trading in the GPT Era: Underlying Logic and Technical Practice - Luo Yong & Lu Hongbo
Turing Classic Computer Science Series (Set of 4 Books) - Hisao Yazawa & Tsutomu Togen & Takeshi Hirayama & Norichika Okada
201 Principles of Software Development - Alan M. Davis
The Programmer's AI Book: Starting from Code - Zhang Like & Pan Hui
The Nature of Computation: An In-depth Look at Programs and Computers - Tom Stuart
The Programmer's Investment Guide - Stefan Papp
Mastering Regular Expressions (3rd Edition) - Jeffrey E.F. Friedl
Leveraging ChatGPT for Data Analysis and Mining - Xie Jiabiao
Industrial AI Trilogy (Set of 3 Books) (Collection of Works by World-Class Intelligent Manufacturing Experts) (Named "30 Most Visionary Intelligent Manufacturing Figures in the US" by SME in 2016) - Li Jie
Building Large Models from Scratch: Algorithms, Training, and Fine-tuning - Liang Nan
Vibe Coding: Building Production-Grade Software With GenAI, Chat, Agents, and Beyond - Gene Kim & Steve Yegge
Vibe Coding AI Programming Manual - Tan Xingxing
Computer Science: An Overview (13th Edition) - J. Glenn Brookshear & Dennis Brylow
Pro Git (Chinese Edition) - Scott Chacon & Ben Straub
Think Like a Programmer - V. Anton Spraul
Core Python Programming (3rd Edition) - Wesley Chun_1
AI Engineering: Building Applications from Foundation Models - Chip Huyen
AI-Assisted Programming in Practice - Tom Taulli
Code: The Hidden Language of Computer Hardware and Software - Charles Petzold