Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
TranslatedChinese translation of 《Designing Data-Intensive Application》 (DDIA), 1st edition / 2nd edition
How to Make a Computer Operating System in C++
The Ultimate Go Study Guide
- golang
- computer-systems
- programming
- ebook
Bootstrap yourself to write an OS from scratch. A book for self-learner.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
- data-science
- machine-learning-production
- mlops
TranslatedDeep learning interview handbook (covering mathematics, machine learning, deep learning, computer vision, natural language processing, SLAM, and more)
The Linux Kernel Module Programming Guide (updated for 5.0+ kernels)
- linux
- linux-kernel
- linux-kernel-module
- linux-kernel-driver
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
Introduce technologies on blockchain and distributed ledger, from theory to practice with bitcoin, ethereum and hyperledger.
- blockchain
- hyperledger
- book
- fintech
TranslatedChinese version of the source code for "30天自制操作系统" ("Making an Operating System in 30 Days"). The process of making your own operating system (OSASK)
- c
- os
- diy
- osask
Angrave's Crowd-Sourced System Programming Book used at UIUC
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"
- cognitive-capitalism
- cognitive-science
- economic-models
- ecosystem-modeling
Build systems with Go examples
- golang
- go
- book
- programming-language