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CodeSignal

Understanding and cleaning the movie dataset using Codex

via CodeSignal

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Overview

The learner will be given a csv with data about movies. They will set up the environment, understand, clean and fill missing values using Codex and Python

Syllabus

  • Unit 1: Setting Up Your Workspace
    • Installing Your AI Coding Assistant
    • Testing Your AI Assistant with Codex
    • Initializing Version Control for Your Project
    • Adding Python Bytecode Patterns to Gitignore
  • Unit 2: Exploring the Netflix Dataset
    • Loading the Netflix Dataset Basics
    • Analyzing Missing Values in Dataset
    • Formatting Comprehensive Missing Data Reports
    • Adding Command Line Flexibility to Scripts
    • Highlighting Severe Missing Data Issues
  • Unit 3: Basic Data Cleaning
    • Setting Up Script Defaults and Arguments
    • Loading Data with Error Handling
    • Implementing the Data Cleaning Function
    • Orchestrating the Complete Cleaning Pipeline
    • Debugging the Data Cleaning Pipeline
  • Unit 4: Enriching Data with Codex
    • Finding Missing Duration Values with Codex
    • Enriching Netflix Data with Missing Dates

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