Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
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TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
The "Python Machine Learning (2nd edition)" book code repository and info resource
TranslatedNginx development from beginner to expert
Translated:art: "Relearning Java Design Patterns" (《重学Java设计模式》) is a book of real-world internet case practice. Centered on practical solutions, it draws 22 real scenarios from actual business, such as transactions, marketing, flash sales, middleware, and source code, to learn how design patterns are applied. Welcome to follow 小傅哥 (Xiao Fuge, "Little Brother Fu"), WeChat (fustack), official account: bugstack虫洞栈 (bugstack Wormhole Stack), blog: https://bugstack.cn
- java
- springboot
Translated"React技术揭秘" ("React Technology Revealed"): a top-down book analyzing the React source code
TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]
- book
- lihang
- statistical-learning-methods
- machine-learning
Book of Elementary Functional Algorithms and Data structures
- algorithms
- haskell
- functional-programming
An up-to-date (unofficial) knowledge base for Go programming self learning
- go
- golang
- book
- syntax
TranslatedKubernetes Handbook (Kubernetes Guide) https://kubernetes.feisky.xyz
- kubernetes
- containers
- handbook
- books
TranslatedA Detailed Cplusplus Concurrency Tutorial 《C++ Concurrency Programming Guide》
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
Book about interpretable machine learning
Content for the ebook "Understanding ECMAScript 6"
- leanpub
- ebook
- zakas
- javascript
R for data science: a book
- book
- bookdown
- data-science
- r
Source code for pbrt, the renderer described in the third edition of "Physically Based Rendering: From Theory To Implementation", by Matt Pharr, Wenzel Jakob, and Greg Humphreys.
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Translated"Interpretable Machine Learning -- A Guide to Understanding the Interpretability of Black-Box Models", the Chinese edition of the book "Interpretable Machine Learning"
:books: collection of JavaScript and TypeScript data structures and algorithms for education purposes. Source code bundle of JavaScript algorithms and data structures book
- javascript-algorithms
- algorithm
- data-structures
- typescript
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
- machine-learning
- software-architecture
- textbook
- computer-systems
TranslatedRUN · 润 (Run, "to slip away; to emigrate"): A handbook for overseas relocation for Chinese passport holders. 110 immigration routes across 36 European countries + 13 major immigration regions: digital nomad visas, EU Blue Card, skilled migration, study-to-work, entrepreneurship and self-employment, investment residency, each with official sources, continuously updated.
- china
- chinese
- digital-nomad
- digital-nomad-visa
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
- dsp
- python
- signal-processing
- textbook
The world’s 1st book of very detailed iOS App reverse engineering skills :)
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
- machine-learning
- predictive-modeling
- islr
- statistical-learning