Repository Index

TranslatedDeep Learning 500 Questions: in question-and-answer form, it covers hot topics in commonly used probability, linear algebra, machine learning, deep learning, computer vision and more, to help myself and readers who need it. The book is divided into 18 chapters and has more than 500,000 characters. Due to limited ability, readers are kindly asked to criticize and correct any improper parts of the book. To be continued............ If you are interested in cooperating, contact [email protected]. All rights reserved, infringement will be prosecuted. Tan 2018.06

TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.

• nlp
• machine-learning
• deep-learning

Enjoy Learning.

• java
• android
• jvm

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

• interview-preparation
• deep-learning
• system-design
• mvp

Data science interview questions and answers

• data-science
• machine-learning
• interview-questions
• data-science-interviews

Node.js Basics ( v24.x )

• nodejs-interview-questions
• nodejs
• callback-functions
• callback-hell

Interactive Go Interview Platform - 30+ coding challenges with instant feedback, AI interview simulation, competitive leaderboards, and automated testing. From beginner to advanced levels with real-world scenarios.

• go-interview-questions
• golang
• golang-interview-questions
• hacktoberfest

Programming exercises, code katas and puzzles for your job interview training - or just for fun.

• interview-practice
• interview-test-task
• language-learning
• coding-interview

TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.

• agent
• large-language-models
• llm
• llm-learning

A comprehensive Spark guide collated from multiple sources that can be referred to learn more about Spark or as an interview refresher.

• spark
• big-data
• pyspark

Learn the DSA and be Interview ready

• dsa
• java
• coding-challenges
• data-structures-and-algorithms