Coder Social home page Coder Social logo

dev130's Introduction

DEV130 - Big Data Analytics Fundamental

Chapter 1 - Introduction to Big Data Analytics

Slide
Assignment

  1. Install CentOS7 on Oracle VirtualBox
  2. Install Jupyter Notebook


Chapter 2 - Linux Basic

Slide
Labs

  1. OS and Machine Information
  2. File Operation
  3. Content Operation
  4. Bash Script

Assignment

  1. Assignment - Week 2
  2. Intall PostgreSQL
  3. PostgreSQL Integration with Jupyter Notebook


Chapter 3 - SQL For Data Analytics

Slide
Labs

  1. Create Database and Table
  2. SQL Data Exploration
  3. SQL Column Transformation
  4. Join With Reference


Chapter 4 - Data Visualization

Slide
Labs

  1. Covid-19 Dashboard


Chapter 5 - Python Programming

Slide
Labs

  1. Python Essential in A Notebook
  2. Working With Pandas

Assignment

  1. Assignment - Week 5


Chapter 6 - Big Data Ecosystem & Machine Learning

Slide
Labs

  1. Basic Python in a Notebook

dev130's People

Contributors

project303 avatar

Stargazers

avatar avatar avatar avatar

Watchers

avatar avatar

Forkers

ekafebri dwihapsari winarwahyuw josa1777 code360in azarafath kartakusuma

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.