Code Monkey home page Code Monkey logo

school's Introduction

ANPA Python Summer School, 2019

1. Introduction to Python

  • 1.1 Fundamentals of Datastructure
  • 1.2 Loops and Conditions
  • 1.3 Function and Class

2. Introduction to Numpy

  • 2.1 Array
  • 2.2 Arange, Meshgrid
  • 2.3 Algebra
  • 2.3 Statistics

3. Introduction to Pandas

  • 3.1 Pandas DataFrame
  • 3.2 DataFrame Indexing
  • 3.3 Data Exploration
  • 3.4 Group By and Lambda Transformation

4. Introduction to Scientific Computing

  • 4.1 Numerical Methods
  • 4.2 Optimization
  • 4.3 Special Functions
  • 4.4 Signal Processing
  • 4.5 Simulation

5. Introduction to Data Science

  • 5.1 Data Cleaning
  • 5.2 Data Preprocessing
  • 5.3 Model Selection
  • 5.4 Parameter Tuning
  • 5.5 Prediction

school's People

Contributors

vasuji avatar

Watchers

James Cloos 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.