Curated list of Python resources for data science.

A data science IDE for Python

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Python interactive dashboards for learning data science

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

Unix, R and python tools for genomics and data science

🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

Python library for building highly effective data science workflows

GUI-based Python code generator for data science, extension to Jupyter Lab, Jupyter Notebook and Google Colab.

A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.

This repository contains whole material of 40 days course on Python for Data Science in Urdu/Hindi 2023 Details are here: Registration details of our course is given here: https://www.facebook.com/groups/codanics/permalink/1837695129921140/. More details on the course can be found in this google form: https://forms.gle/kDyUnD1nrN2LF6qy8

Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set.

A Python library for introductory data science

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A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data

Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.

Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises

Compiled, automatically parallel Python for data science

An introduction to data science in Python, for people with no programming experience.

A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.

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Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

Files associated with our book Intro to Python for Computer Science and Data Science

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.

data⎰describe: Pythonic EDA Accelerator for Data Science

Python Data Anonymization & Masking Library For Data Science Tasks

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Repository for coursera specialization Applied Data Science with Python by University of Michigan