A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
- data-science
- machine-learning
- deep-learning
- data-portfolio
Repository Index
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TranslatedKnowledge, code, and ideas for data mining, computer vision, natural language processing, and recommender system competitions
- kaggle
- data-competition
- data-science
- deep-learning
📜 A collective list of public GraphQL APIs
A curated list of awesome Jupyter projects, libraries and resources
- jupyter-notebook
- jupyter
- jupyterhub
- jupyterlab
Curated list of Python resources for data science.
🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.
TranslatedChinese translation notes for Python for Data Analysis, 2nd Edition (2017)
- python-for-data-analysis
- jupyter-notebook
- chinese-translation
- data-analysis
TranslatedCollection of industry practice articles on search, recommendation, advertising, user growth, etc. (sources: Zhihu, DataFunTalk, technical WeChat official accounts)
Commonly used data structures for Swift
- collection
- container
- deque
- dequeue
Algorithms and Data Structures implemented in Java
- java
- algorithm
- sort
- graph
A curated list of data oriented design resources.
TranslatedAn original project by programmer Yupi (程序员鱼皮): a free, interactive, level-based SQL self-study tutorial website. From zero background to advanced, it helps you master common SQL syntax (MySQL, SQLite, PostgreSQL) and quickly learn SQL and databases. It supports features such as an online SQL editor, real-time query results, syntax highlighting, and an SQL running square. Implemented purely on the front end, simple and easy to learn~
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
- artificial-intelligence
- generative-ai
- kubernetes
- kustomize
Grokking the Coding Interview: Patterns for Coding Questions Alternative
- interview-questions
- interview
- algorithm
- coding-interviews
TranslatedWith only a Python foundation, build your own embodied intelligence robot from scratch; step by step from scratch, build VLA/OpenVLA/SmolVLA/Pi0, and gain a deep understanding of embodied intelligence
- embodied-agent
- embodied-ai
- embodied-intelligence
- openvla
A curated list of awesome data visualization libraries and resources.
TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work
TranslatedSearch all Chinese NLP datasets, with commonly used English NLP datasets included
🙌 Welcome open-source Python mini-project contributions!
- python
- python-mini-projects
- data-science
- data-visualization
A curated list of awesome data labeling tools
- image-annotation
- video-annotation
- audio-annotation-tool
- audio-annotation
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
MiniOB is a compact database that assists developers in understanding the fundamental workings of a database.
- database
- learn-to-database
- mini-database
- classroom
Data Science Roadmap from A to Z
Translated:smiley_cat: Cat's front-end memoir. Cat's front memory, these share data are from my usual work and learning, hoping to help you, and hoping slowly improve, if you like you can star