PythonDataScienceHandbook
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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/
Projects
- A list of practical projects that anyone can solve in any programming language
- Is their anyone else who cant find that one project that interests them to code.
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Finished my first GUI calculator, now I'm stuck for ideas.
If you're looking for projects that aren't only web-related i recommends you this github: https://github.com/karan/Projects it contains a variety of different projects classified by subject.
- how do replace or set value on {item.Title} on dynamic html in map
- How do I learn C# after C++
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Video editor?
Would it perhaps be a better idea to first start with a basic GUI program (example list with ideas https://github.com/karan/Projects) instead of something very advanced like a video editor? As in when learning carpentry first build a table before trying to build a ship?
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Python project to learn
a list of programming projects on Github
- C# projects
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As a college student(CSE) what are some skills I should equip myself with for job opportunities/ abroad Studies in the future?
Some other good resources are Free Code Camp cs fyi projects
- Python beginner ideas
What are some alternatives?
django-livereload-server - Livereload functionality integrated with your Django development environment.
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
listudy - Listudy - chess training server
build-your-own-x - 🤓 Build your own (insert technology here) [Moved to: https://github.com/codecrafters-io/build-your-own-x]
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
app-ideas - A Collection of application ideas which can be used to improve your coding skills.
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
project-based-learning - Curated list of project-based tutorials
devdocs - API Documentation Browser
anaconda-issues - Anaconda issue tracking