Giter Club home page Giter Club logo

python_tutorials's Introduction

Introduction to python for data science and machine learning

This repository contains some basic python tutorials, tailored specifically for people interested in data science, analytics and machine learning. The tutorials uses the Jupyter notebooks, so students can follow along the examples, and work on the exercises. The contents are beginner level, so no programming knowledge is nesssary.

Using the tutorials without downloading

You can also choose to use the tutorials online with your internet browser with this button -> Binder
Note that your code will not be saved using Binder

Using the tutorials by saving locally

Installation Requirements

Please make sure you have python installed on your system. The Anaconda data science platform is highly recommended: https://www.continuum.io/downloads

Downalod or clone the repository

You will first have to clone the tutorials to your local directory from your terminal:

$ git clone https://github.com/marshuang80/Python_workshop.git

You can also choose to download the repository directly from github. Please find the Clone or Download button above. To open the tutorials, you will need to either open the jupyter notebook from the anaconda navigator, or use your terminal:

$ jupyter notebook

UBIC@UCSD

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.