materials
PythonDataScienceHandbook
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materials | PythonDataScienceHandbook | |
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199 | 98 | |
4,644 | 41,407 | |
1.3% | - | |
9.5 | 1.0 | |
6 days ago | 9 days ago | |
HTML | Jupyter Notebook | |
MIT License | MIT License |
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materials
- Think Python, 3rd Edition
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Collection of resources to get started on your programming journey
Python - Python.org - Official Python website with documentation and tutorials. - Codecademy Python Course - Real Python - Python tutorials and articles for all skill levels.
- I have started my Python self Learning Journey - Is one source enough?
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Hey guys, im doing a small project, would appreciate if you could tell me if theres a place I can clarify a lot of my doubts
I am no expert on facial recognition software but I read over an article on https://realpython.com. The site might be a little pricey (to some) but a few people in my Python group highly recommended it. It does have a ton of good tutorials.
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Road-Map for Python Developers
Real Python
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How I get myself to learn Python.
https://realpython.com/ is an excellent source. You can find there the building blocks of Python, explanations, hints, and tips.
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Need to Escape My Job
Check out RealPython they were a great resource for me when I first started with Python. Linux skills will always be in demand too, though you might not necessarily find a job for both Python and Linux but I'm sure many exist. When you build a project make sure to document it and have a GitHub page for it, in a way your GitHub will serve as your resume in the software engineering space so take time to learn the platform and Git. More than likely you will also use GitHub or another VCS on the job so it's worth trying to understand.
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Beginner in Python!
Website: Real Python - Free docs are good
- Imparare python
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Absolute beginner
For help on specific topics, courses, or crash course style articles on a topic/technique, check out https://realpython.com/
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/
What are some alternatives?
learnxinyminutes-docs - Code documentation written as code! How novel and totally my idea!
django-livereload-server - Livereload functionality integrated with your Django development environment.
missing-semester - The Missing Semester of Your CS Education 📚
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
codewars.com - Issue tracker for Codewars
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
sdk - The Dart SDK, including the VM, dart2js, core libraries, and more.
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
flexboxfroggy - A game for learning CSS flexbox 🐸
devdocs - API Documentation Browser