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Name: Thea Wenxin Xiang
Type: User
Name: Thea Wenxin Xiang
Type: User
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
500 AI Machine learning Deep learning Computer vision NLP Projects with code
An experimental open-source attempt to make GPT-4 fully autonomous.
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Demo of a data analysis project for DSCI 522 (Data Science workflows) at UBC
Report of the project of the Canadian Heritage Fund Prediction project
A complete computer science study plan to become a software engineer.
Cookiecutter template for a simple jupyter book
计算机自学指南
DSCI 532 comparison among technologies
10 Weeks, 20 Lessons, Data Science for All!
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
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.
Literature references for “Designing Data-Intensive Applications”
Create Docker images from Dockerfile, and add GitHub Actions workflow to automatically build the image, push it to DockerHub, and version the image and GitHub repo when changes are pushed to the Dockerfile.
Practice on using docopt to create command line arguments in scripts.
Compilation of resources and insights that helped me on my journey to data scientist
A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀
*Summary of 102 LeetCode SQL questions* This note aims to help people learn and review SQL efficiently. The first draft mainly focuses on T-SQL/MS SQL Server.
Kanban board
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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。
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.