PythonDataScienceHandbook
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PythonDataScienceHandbook | cheatsheets | |
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98 | 38 | |
41,485 | 13,514 | |
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0.6 | 8.3 | |
4 days ago | 6 days ago | |
Jupyter Notebook | SCSS | |
MIT License | MIT License |
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PythonDataScienceHandbook
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About Data analyst, data scientist and data engineer, resources and experiences
Python Data Science Handbook
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Where to learn data science with python??
Python Data Science Handbook — learn to use Python libraries such as NumPy, Pandas, Matplotlib, Scikit-Learn, and related tools to effectively store, manipulate, and gain insight from data
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Book Recommendations
I don't know what tools you will be using but if you will be using Python you can start with Python Data Science Handbook by Jake VanderPlas and Data Science & Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting DataData Science & Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data which gives a very good outlook on the data science and big data frame work. PS: Jake's book is also available as jupyter notebooks so you can read and run the code at the same time.
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Other programing options?
Python Data Science Handbook by Jake VanderPlas (https://jakevdp.github.io/PythonDataScienceHandbook/)
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Pathways out of GIS?
Otherwise you can work through courses on Datacamp, Coursera, Udemy, etc, or check out this book for a more general non-spatial perspective.
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Mastering Data Science: Top 10 GitHub Repos You Need to Know
7. Data Science Handbook Are you looking for a comprehensive guide to data science with Python? Look no further than the Data Science Handbook by Jake VanderPlas. This repository contains the entire book, which introduces essential tools and techniques used in data science, including IPython, NumPy, Pandas, Matplotlib, and Scikit-Learn. It’s a fantastic resource for anyone looking to deepen their understanding of data science concepts and best practices.
- Help a lady out (career advice(
- Resources for Current DE Interested in Learning Data Science
- Good book or course to learn Python for someone who is fluent in R?
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Python equivalent to R's ecosystem of open source educational materials
I can recommend https://jakevdp.github.io/PythonDataScienceHandbook/
cheatsheets
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2024 Cheat Sheet Collection
DevHints: DevHints offers a vast collection of cheat sheets for various programming languages, tools, and technologies in a clean and accessible format.
- Devhints.io – Collection of Cheatsheets
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10 Lesser-Known Tools and Websites to Spice Up Your Developer Toolbox
DevHints is your cheat sheet and quick reference repository for various programming languages, frameworks, and tools. It's the perfect resource for quick syntax lookups without the need to dive deep into documentation.
- Where can I find formats for majority of languages?
- Online tool that shows commands
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Best Websites For Coders
Rico's cheatsheets : A set of good cheatsheets
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15 Must-Have Cheatsheets for Developers🚀
Link: https://devhints.io/
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Best way for learning on HTB Academy?
No amount of cheat sheets or reference websites like https://devhints.io/ will help, unless you keep your skillset sharp.
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Cheat sheets to Streamline the Development Process
devhints.io – for everything else…if it’s not here then it’s probably not available
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50+ Awesome tools for Web Developers
Devhints
What are some alternatives?
django-livereload-server - Livereload functionality integrated with your Django development environment.
devdocs - API Documentation Browser
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
cheat-sheet-maker - A MERN application that can be used to create and share cheat sheets with markdown editing
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
cheat - cheat allows you to create and view interactive cheatsheets on the command-line. It was designed to help remind *nix system administrators of options for commands that they use frequently, but not frequently enough to remember.
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
GAM - command line management for Google Workspace
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
easylist - EasyList filter subscription (EasyList, EasyPrivacy, EasyList Cookie, Fanboy's Social/Annoyances/Notifications Blocking List)
Visual Studio Community - GitHub Extension for Visual Studio