kamwong2015's repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
Data-mining-or-data-analysis
数据分析或者数据挖掘工程师面试题整理
Pre-trained-Models
预训练语言模型综述
acme
A library of reinforcement learning components and agents
awesome-ai-in-finance
🔬 A curated list of awesome machine learning strategies & tools in financial market.
awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
awesome-cs-books
经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等
berkeley-stat-157
Homepage for STAT 157 at UC Berkeley
computer-science-flash-cards
Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.
course-v3
The 3rd edition of course.fast.ai
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
fastbook
Draft of the fastai book
fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
iptv
Collection of 8000+ publicly available IPTV channels from all over the world
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
missing-semester-2020
MIT: missing semester 2020. Some exercise solutions and reading notes. 学习笔记和部分习题答案
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
nlp_course
YSDA course in Natural Language Processing
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
the-art-of-command-line
Master the command line, in one page