ML Data cleaning

Intermediate Level

01:55 hrs

What you will learn:

Identify key principles of effective data cleaning.Apply various data cleaning techniques in practice.Explain the significance of test-train splitting in model evaluation.Demonstrate how to implement test-train split using Scikit-Learn.Evaluate how data splitting impacts machine learning models.

Badge

280 edCoins bonus

1798 Enrolled

3 Rating

Skills you will gain

Data CleaningData Cleaning TechniquesTest-Train SplitBenefits of Splitting DataScikit-Learn Split Guide

Data Cleaning Essentials

Understanding Test-Train Split

Test-Train Split with Scikit-Learn

ML Data cleaning

Course Modules

1. Data Cleaning Essentials43 mins90 Edcoins

2. Understanding Test-Train Split34 mins90 Edcoins

3. Test-Train Split with Scikit-Learn38 mins100 Edcoins