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A collection of 700+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
My reference books
😮 互联网 Java 工程师进阶知识完全扫盲:涵盖高并发、分布式、高可用、微服务等领域知识,后端同学必看,前端同学也可学习
Roadmap to becoming an Artificial Intelligence Expert in 2022
Algo-Tree is a collection of Algorithms and data structures which are fundamentals to efficient code and good software design. Creating and designing excellent algorithms is required for being an exemplary programmer. It contains solutions in various languages such as C++, Python and Java.
The ultimate clean architecture template for .NET applications 💪
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of Microservice Architecture related principles and technologies.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
:crown: LeetCode of algorithms with java solution(updating).
some books
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
Master programming by recreating your favorite technologies from scratch.
A complete computer science study plan to become a software engineer.
Useful Resources for Low Level System Design
:mortar_board: Path to a free self-taught education in Computer Science!
List of Computer Science courses with video lectures.
📺 Discover the latest machine learning / AI courses on YouTube.
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.
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Implementation of some deep learning algorithms.
An ultra-simplified explanation to design patterns
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
Community effort to create roadmaps, guides and other educational content to help the developers get an idea about the software development landscape, learn and grow in their career.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.