Code Monkey home page Code Monkey logo

python-basics's Introduction

Python Basics

This includes materials on Data Science & Machine Learning. The overview on the materials are listed below.

Unit 1: Python Basics

• Basic Python Introduction
• Data Acquisition & Visualisation with Python
• Web Scraping with Python
• Python for Statistics
• Statistical Modelling with Python

Unit 2: Predictive Machine Learning

• Machine Learning with Python
• Classification for Marketing
• Introduction To SciPy
• Basic Computer Vision with Python
• Image Processing with Python
• Deep Learning with Tensorflow

Unit 3: Database, The Cloud And API Services

• Using Database with Python
• Azure Machine Learning Platform
• APIs for Cognitive Services & Open Data
• Building & Managing APIs

python-basics's People

Contributors

rileykwok avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.