awesome-courses
:books: List of awesome university courses for learning Computer Science! (by prakhar1989)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks (by jakevdp)
| awesome-courses | PythonDataScienceHandbook | |
|---|---|---|
| 8 | 98 | |
| 53,869 | 41,540 | |
| - | - | |
| 0.0 | 0.6 | |
| about 1 year ago | 14 days ago | |
| Jupyter Notebook | ||
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-courses
Posts with mentions or reviews of awesome-courses.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-25.
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Best Websites For Coders
prakhar1989/awesome-CS-courses : List containing large amount of CS courses
- Awesome CS Courses
- CMU Classes available online?
- CS零基础，有什么可看的书籍推荐吗？
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Best Websites Every Programmer Should Visit
Directory of CS Courses (many with online lectures) : Another online CS courses
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I built a collaborative list of resources for developers
Awesome Cs Courses: prakhar1989/awesome-courses: List of awesome university courses for learning Computer Science! (github.com)
- List of university courses for learning Computer Science
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Studying computer science (Waikato)
A collection of useful courses from top universities: https://github.com/prakhar1989/awesome-courses
PythonDataScienceHandbook
Posts with mentions or reviews of PythonDataScienceHandbook.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-26.
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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?
When comparing awesome-courses and PythonDataScienceHandbook you can also consider the following projects:
cs-video-courses - List of Computer Science courses with video lectures.
django-livereload-server - Livereload functionality integrated with your Django development environment.
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
gitbook - The open source frontend for GitBook doc sites
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
awesome-ublacklist - Awesome list of uBlacklist subscriptions to block search results from google, bing, duckduckgo.
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
awesome-divolt - Collection of Divolt libraries, bots, clients and other cool stuff.
scikit-learn - scikit-learn: machine learning in Python
devdocs - API Documentation Browser
awesome-courses vs cs-video-courses
PythonDataScienceHandbook vs django-livereload-server
awesome-courses vs OSQuery
PythonDataScienceHandbook vs Exercism - Scala Exercises
awesome-courses vs gitbook
PythonDataScienceHandbook vs Serpent.AI
awesome-courses vs awesome-ublacklist
PythonDataScienceHandbook vs lego-mindstorms
awesome-courses vs awesome-divolt
PythonDataScienceHandbook vs OSQuery
awesome-courses vs scikit-learn
PythonDataScienceHandbook vs devdocs