Ting-You Wang

The books I’ve read

• Learn python the hard way
• Think Python
• Learning Python
• JavaScript: The Good Parts
• Maintainable JavaScript
• R in Action
• The Art of R Programming
• The Elements of Style
• Python for Data Analysis (Read online)
• Programming Python
• Doing Data Science
• Data Science from Scratch
• Data Science for Business
• Machine Learning in Action
• Hands-On Machine Learning with Scikit-Learn and TensorFlow
• Deep Learning with Python
• Python Data Science Handbook (Read online)
• R for Data Science (Read online (1st edition), Read online (2nd edition))
• R in a Nutshell
• Graph Analysis and Visualization
• Python for Finance
• Interpretable Machine Learning (Read online)
• Fluent Python
• Fundamentals of Data Visualization (Read online)
• Machine Learning Q and AI

The books I am reading

• The Elements of Statistical Learning
• 15-Minute Spanish
• Modern Statistics for Modern Biology (Read online)
• Data Visualization with R
• Bayesian Modeling and Computation in Python (Read online)
• Statistical Rethinking (Online Course)
• Natural Language Processing with Transformers (Online Notebook)
• Machine Learning with PyTorch and Scikit-Learn (Online Notebook)
• Programming Rust (Online Code)
• Modeling Mindsets
• Rust Atomics and Locks (Read online) (Online Code)
• Designing Machine Learning Systems
• Generative Deep Learning (Online code)
• Developing Apps with GPT-4 and ChatGPT
• Machine Learning for High-Risk Applications: Approaches to Responsible AI(Online Code)
• Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more(Online Code)
• Introduction To Conformal Prediction With Python: A Short Guide for Quantifying Uncertainty of Machine Learning Models
• Build a Large Language Model (Read online, Online code)
• Tidy Finance with Python (Read online, Online code)
• Hands-On Large Language Models (Read online)
• AI Engineering (Read online)
• Effective Rust (Read online)