Data-Science-45min-Intros

Data Science Tutorials

A repository of interactive tutorials and walk-throughs for learning data science and machine learning concepts through programming

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

GitHub

2k stars
196 watching
478 forks
Language: Jupyter Notebook
last commit: over 5 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
jadianes/data-science-your-way An introduction to data science concepts and applications in R and Python using hands-on tutorials 597
mrmimic/data-scientist-roadmap Creating tutorials to teach data science skills through Jupyter Notebook 7,011
ujjwalkarn/datasciencepython A curated list of tutorials and resources for learning Python for data science, machine learning, and other related topics. 5,301
nborwankar/learndatascience A collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering. 2,964
data-8/datascience An introductory data science library for Python. 635
cuttlefishh/python-for-data-analysis An introduction to data science using Python and Pandas with Jupyter notebooks 851
pangeo-data/pangeo-tutorial Interactive computing environment and tutorial materials for big data analysis in the geosciences using Python 91
ujjwalkarn/datasciencer A comprehensive resource for learning R programming and data science concepts 2,019
jakevdp/whirlwindtourofpython An introduction to Python programming and data science 3,743
4dsolutions/python5 An experiment in teaching Python programming using Jupyter Notebooks 11
adibro/data-science-resources A collection of resources and cheatsheets for learning and practicing data science 63
shanky-21/machine_learning A collection of machine learning techniques taught through interactive Jupyter Notebooks 29
rajathkmp/python-lectures A collection of interactive Python tutorials using IPython Notebooks 388
gaelvaroquaux/scikit-learn-tutorial A tutorial on applying machine learning to practical situations using the scikit-learn library 130
nsidc/nsidc-data-tutorials Provides interactive tutorials and code resources for accessing and working with NSIDC DAAC data 82