“There are some things which cannot be learned quickly, and time, which is all we have, must be paid heavily for their acquiring. They are the very simplest things, and because it takes a man’s life to know them the little new that each man gets from life is very costly and the only heritage he has to leave.” - Ernest Hemingway (More…)
News #
I will be updating both good news, bad news and all kinds of news.
Theoretical Computer Science
Study Computer Science # Master of Science in Computer Science @ HCMUS Branches of Theoretical Computer Science # 1. Theory of Computation # Computational Complexity Communication Complexity Circuit Complexity Quantum Complexity Proof Complexity Computability Theory 2. Logic # 3. Programming Language Theory # Basic of Programming Language Theory Formal Verification Type Theory Functional Programming 4. Algorithms # General Algorithms Lower Bounds Randomization & Probability for Algorithms Approximation Algorithms Parameterized Algorithms Learning-augmented Algorithms 5. Information/Coding Theory # 6. Cryptography # 7. Machine Learning Theory # 8. Game Theory #
Cambridge Notes (Vietnamese)
Ghi chú bài giảng Cambridge # Tất cả các ghi chú đều được dịch từ Cambridge Notes do Dexter Chua biên tập. Các bản dịch sang tiếng Việt được sử dụng cho mục đích học tập. Vui lòng không sử dụng cho mục đích thương mại. Part IA # Michaelmas Term Phương trình vi phân - Differential Equations: HTML, PDF, PDF (Trim), PDF (defs), PDF (thm), PDF (thm+proof), Official Notes, PDF (Vi) Lý thuyết nhóm - Groups Số học và Tập hợp - Numbers and Sets Vector và Ma trận - Vectors and Matrices Lent Term
Daniel Raban's Note Repository Notes (Vietnamese)
Daniel Raban’s Note Repository # [UCLA] Math 206A: Combinatorial Discrete Geometry (Igor Pak, F18): PDF, PDF (Vi) [UCLA] Math 206B: Algebraic Combinatorics (Igor Pak, W19): [PDF], PDF (Vi) [UCLA] Math 210A: Algebra (Romyar Sharifi, F18): PDF, PDF (Vi) [UCLA] Math 210B: Algebra (Romyar Sharifi, W19): PDF, PDF (Vi) [UCLA] Math 210C: Algebra (Romyar Sharifi, Sp19): [PDF], PDF (Vi) [UCLA] Math 245B: Real Analysis (Tim Austin, W19): PDF, PDF (Vi) [UCLA] Math 245C: Real Analysis (Wilfrid Gangbo, Sp19): PDF, PDF (Vi) [UCLA] Math 246A: Complex Analysis (John Garnett, F18): [PDF], PDF (Vi)
List of Ebooks for Data Science
The Law - The mathematical foundations # Statistical Inference - Casella & Berger Foundations of Applied Mathematics History - Foundational works that provide additional context for more advanced concepts # Convex Optimization - Boyd & Vandenberghe Probability Theory: The Logic of Science - Jaynes Clean Code - Martin Poetry - Prose type works # The Art of Data Analysis Why Predictions Fail Weapons of Math Destruction Major Prophets - Seminal works on major topics # Applied Regression Analysis - Draper & Smith
List of Github Repository for Data Science
The Data Engineering Cookbook, Github A curated list of data engineering tools for software developers, Github Data Engineering Zoomcamp, Github Python Data Science Handbook: full text in Jupyter Notebooks, Github Data Science for Beginners - A Curriculum, Github Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. Github Papers & tech blogs by companies sharing their work on data science & machine learning in production. Github An awesome Data Science repository to learn and apply for real world problems. Github List of Data Science Cheatsheets to rule the world, Github Data science interview questions and answers, Github A curated list of applied machine learning and data science notebooks and libraries across different industries, Github A curated list of data science blogs, Github