Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
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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.
Python best practices guidebook, written for humans.
100+ Python challenging programming exercises
If you want to become good at AI engineering & system design, join this newsletter 👇
- computer-science
- interview-questions
- software-engineering
- system-design
A set of best practices for JavaScript projects
- best-practices
- maintainability
- guidelines
- javascript
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.
30 Day Vanilla JS Challenge
🎨 A curated list of delightful VS Code packages and resources.
- visual-studio
- vscode
- vscode-theme
- vscode-extension
A curated list of awesome Deep Learning tutorials, projects and communities.
A complete daily plan for studying to become a machine learning engineer.
- machine-learning
- deep-learning
- artificial-intelligence
- software-engineer
TranslatedQiangu's illustrated front-end tutorials, an extremely detailed knowledge base from beginner to advanced front-end. Learn front-end from scratch and become a refined and elegant front-end engineer.
Translated:see_no_evil: Programmer job-hunting blacklist: be careful when changing jobs or becoming a technical co-founder. Updated with 有赞 (Youzan)
Extensive Open-Source Guides for Android Developers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
Learn Low Level Design (LLD) and prepare for interviews using free resources.
- awesome
- design-patterns
- interview
- interview-practice
😱 Falsehoods Programmers Believe in
- falsehoods
- phone-number
- geography
- postal-addresses
A collection of awesome penetration testing resources and tools
30 Days of React challenge is a step by step guide to learn React in 30 days. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
- challenge
- javascript
- js
- react
🧠 Laws, Theories, Principles and Patterns for developers and technologists.
- principles
- laws
- coding
- computerscience
TranslatedI am Yiyang (木易杨, Muyiyang), author of the official account "高级前端进阶" (Advanced Frontend Progression). I tackle one frontend interview question from a big tech company every day. I wish everyone progress every day, and in a year you will see a different self.
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
👨🎓 Java Core Sprout : basic, concurrent, algorithm
- java
- concurrent-programming
- algorithm
- basic-java
deep learning for image processing including classification and object-detection etc.
- pytorch
- tensorflow2
- classification
- object-detection