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Curated list of 20,000+ hours and 150+ free courses with certificates in IT, computer science and business.
Collection of free courses with certificates
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
🎓 Path to a free self-taught education in Computer Science!
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
📝 An awesome Data Science repository to learn and apply for real world problems.
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
10 Weeks, 20 Lessons, Data Science for All!
Collection of data science projects in Python
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential mann…
Answers to 120 commonly asked data science interview questions.
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…
code for Data Science From Scratch book
Perform data science on data that remains in someone else's server
🚀 Build and manage real-life ML, AI, and data science projects with ease!
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Your new Mentor for Data Science E-Learning.
📊 Path to a free self-taught education in Data Science!
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable,…
