Let's Get Rolling - Student Pre-Read

Before this lesson, we recommend you go through

• Integrated Development Environment

Learning Objectives

After this lesson, you'll be able to

• Use Commit.Live Web App
• Use Commit.Live IDE
• Use Commit.Live CLI

Agenda

• Why Commit.Live ?
• Comit.Live Platform
• Comit.Live Web Application
• Comit.Live IDE
• Comit.Live Command Line (CLI)
• Practice Exercise

Slides

@gslides

Download

• Download for Linux
  • If Atom is already installed this will replace your Atom, please save your settings if you have any
  • To install use command sudo dpkg -I <downloaded-file-path>
• Download for MacOS X

Practice Exercise

• Let's do a small exercise to see how Commit.Live web application, IDE and CLI works together

• Navigate to web application dashboard and click on continue button under current course. This will take you to lesson page.

• To open this repo inside Commit.Live IDE click on Open in app button on lesson page and copy the open command which will look like below

    clive open fsdse-commit-live
  

• Run above command in Commit.Live IDE terminal

• Let's quickly go through what we have in repo

     data - Contains dummy data set
     test - Contains test cases
     build_model.py - File which we are going to run and test
     README.md - Readme file
  

• build_model.py tries to solve one of ML problem using two algorithms below:

  • RandomForestClassifier
  • LogisticRegression

• We will first run test cases present in the test folder and see test case output.Open terminal and run test command

    clive test
  

• This will run test cases against the build_model.py file. Your test case will fail ans say you can improve accuracy even more

• Now open build_model.py and change build method to buildLogisticRegression. You last line in build_model.py should look like below:

      build = buildLogisticRegression
  

• Now again run test command again.This time your test case will pass

• To submit PR and changes to repo use below command:

    clive submit