PythonDataScienceHandbook
javascript
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PythonDataScienceHandbook | javascript | |
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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 — 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/
javascript
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Decoding JavaScript Variables: A Comprehensive Overview
// Follow Established Style Guides // Adhere to established style guides such as Airbnb JavaScript Style Guide or Google JavaScript Style Guide to maintain consistency across your codebase. // These style guides provide comprehensive rules and recommendations for variable naming, declaration, and usage. // Example: Airbnb JavaScript Style Guide // https://github.com/airbnb/javascript /** * Represents a person with a given name and age. * @typedef {Object} Person * @property {string} name - The name of the person. * @property {number} age - The age of the person. */ /** * Create a new person. * @param {string} name - The name of the person. * @param {number} age - The age of the person. * @returns {Person} - The newly created person object. */ function createPerson(name, age) { return { name, age }; } const person1 = createPerson("John", 30); const person2 = createPerson("Jane", 25); console.log(person1); console.log(person2);
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10 GitHub Repos for Mastering JavaScript
Repository: airbnb/javascript
- Airbnb JavaScript Style Guide
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How, and why, you should add JavaScript linting to your project. With ESLint and Gulp
Instead of writing our own exhaustive list of JavaScript rules, we can use a ruleset defined by the developers at Airbnb, and then adjust it to suit our preferences. The Airbnb JavaScript Style Guide is well known among JavaScript developers and used by some big companies: Lonely Planet, National Geographic and Sainsburys to name a few. It’s a great place to start.
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Linting
Airbnb Style Guide
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Eslint & Prettier Configuration React Native(Airbnb Style)
# question 1: ? How would you like to use ESLint? … To check syntax only To check syntax and find problems ❯ To check syntax, find problems, and enforce code style # question 2: ? What type of modules does your project use? … ❯ JavaScript modules (import/export) CommonJS (require/exports) None of these # question 3: ? Which framework does your project use? … ❯ 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? › No / Yes # question 5: ? Where does your code run? … Browser ✔ Node # question 6: ? How would you like to define a style for your project? … ❯ 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? … ❯ 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? … JavaScript YAML ❯ 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? › No / Yes
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Linting Unveiled: Elevating Code Quality and Consistency
Extensible : ESLint supports the use of plugins and custom rules, enabling you to extend its functionality to suit your project requirements. Notably, there are popular ESLint plugins that align with well-established coding standards and styles. Examples include Airbnb JS Style Guide and Google JS Style Guide.
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The Best ESLint Rules for React Projects
An obvious pick for React projects, but eslint-plugin-react along with their plugin:react/recommended rule set is a must. This will give you some sensible rules such as requiring a key to be specified in JSX arrays. eslint-config-airbnb is another good (if a bit loose) base rule set on top of eslint-plugin-react to start from.
- 21 Best Practices for a Clean React Project
- Clean code (la juniori)
What are some alternatives?
django-livereload-server - Livereload functionality integrated with your Django development environment.
eslint-config-xo - ESLint shareable config for XO
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
daisyui - 🌼 🌼 🌼 🌼 🌼 The most popular, free and open-source Tailwind CSS component library
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
33-js-concepts - 📜 33 JavaScript concepts every developer should know.
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
eslint-config-google - ESLint shareable config for the Google JavaScript style guide
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
You-Dont-Know-JS - A book series on JavaScript. @YDKJS on twitter.
devdocs - API Documentation Browser
missing-semester - The Missing Semester of Your CS Education 📚