PythonDataScienceHandbook
Standard
PythonDataScienceHandbook | Standard | |
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98 | 76 | |
41,593 | 28,889 | |
- | 0.2% | |
0.6 | 8.0 | |
18 days ago | 4 months ago | |
Jupyter Notebook | JavaScript | |
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 β 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. Itβs 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/
Standard
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Mastering Code Quality: Setting Up ESLint with Standard JS in TypeScript Projects
Sorry, I've gone too far. I'm not here to persuade you to use Standard JS. My intention is to provide information and guidance on configuring JavaScript Standard Style for your team, should you agree with me or have other reasons to choose it.
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Why is Prettier rock solid?
I picked up standard[1] a while back for this reason, I don't want to have to think about it. It works fine, I have no complaints (took me a while to get used to not using semi-colons but now I prefer it) Same reason I use `cargo fmt` as well.
[1] https://standardjs.com/
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Eslint & Prettier Configuration React Native(Airbnb Style)
# question 1: ? How would you like to use ESLint? β¦ To check syntax only To check syntax and find problems β― To check syntax, find problems, and enforce code style # question 2: ? What type of modules does your project use? β¦ β― JavaScript modules (import/export) CommonJS (require/exports) None of these # question 3: ? Which framework does your project use? β¦ β― React Vue.js None of these # question 4 (select "No", because we won't add TypeScript support for this project): ? Does your project use TypeScript? βΊ No / Yes # question 5: ? Where does your code run? β¦ Browser β Node # question 6: ? How would you like to define a style for your project? β¦ β― Use a popular style guide Answer questions about your style Inspect your JavaScript file(s) # question 7 (we'll rely on Airbnb's JavaScript style guide here): ? Which style guide do you want to follow? β¦ β― Airbnb: https://github.com/airbnb/javascript Standard: https://github.com/standard/standard Google: https://github.com/google/eslint-config-google # question 8: ? What format do you want your config file to be in? β¦ JavaScript YAML β― JSON # the final prompt here is where eslint will ask you if you want to install all the necessary dependencies. Select "Yes" and hit enter: Checking peerDependencies of eslint-config-airbnb@latest The config that you have selected requires the following dependencies: eslint-plugin-react@^7.21.5 eslint-config-airbnb@latest eslint@^5.16.0 || ^6.8.0 || ^7.2.0 eslint-plugin-import@^2.22.1 eslint-plugin-jsx-a11y@^6.4.1 eslint-plugin-react-hooks@^4 || ^3 || ^2.3.0 || ^1.7.0 ? Would you like to install them now with npm? βΊ No / Yes
- Prepare your Meteor.js project for the big 3.0 release!
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My prepared repositories for hacktoberfest 23 - any contributions are welcomed π
A Thin JavaScript Document Storage with Middleware Stack
- VanillaDB: A Tiny Browser-Based Database
- My opinionated JavaScript package template repository - zero config, start immediately
- React Proto - React TypeScript Boilerplate (Redux, RTK Query, SSR, SWR, Preact inside and much more)
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<3 Deno
https://github.com/standard/standard/issues/384
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Dumb question
For example, if you use https://standardjs.com/ - it will error on your second code snippet and if you ask it for an autofix - it will transfer the minus sign to the first line.
What are some alternatives?
django-livereload-server - Livereload functionality integrated with your Django development environment.
XO - β€οΈ JavaScript/TypeScript linter (ESLint wrapper) with great defaults
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
eslint-config-xo - ESLint shareable config for XO
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
ESLint - Find and fix problems in your JavaScript code.
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
prettier - Prettier is an opinionated code formatter.
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
semistandard - :icecream: All the goodness of `standard/standard` with semicolons sprinkled on top.
devdocs - API Documentation Browser
eslint-config-google - ESLint shareable config for the Google JavaScript style guide