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A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Data science interview questions and answers
📝 An awesome Data Science repository to learn and apply for real world problems.
📊 Path to a free self-taught education in Data Science!
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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,…
10 Weeks, 20 Lessons, Data Science for All!
Your new Mentor for Data Science E-Learning.
South African Shapefiles, GIS data and other useful mapping stuff
100+ Python challenging programming exercises
This is the companion repo of the O'Reilly book "Python for Excel".
Jupyter notebooks helping open source researchers, journalists, and fact-checkers use command line tools and code projects for digital investigations.
A parser for files created by Hytek's Meet Manager.
A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof…
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
A Streamlit dashboard showing some interesting climate trends.
Source code for my collection of articles on using pandas.
Data Analytics on inflation data set using machine learning algorithms
Recently inflation is a popular topic in Poland and is highest since 2001. Experts presume inflation in Poland should continue to rise, and by the end of 2021 it will be close to 8%. This notebook …
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
Text and supporting code for Think Stats, 2nd Edition
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
My Advent of Code solutions. I also upload videos of my solves: https://www.youtube.com/channel/UCuWLIm0l4sDpEe28t41WITA
All of my maps for #30DayMapChallenge 2022.