Data Preparation
01
I know what a dataset is in AI
In AI, datasets are the collections of data that machines learn from. This lesson introduces what d…
Estimated Duration: 15–30 min
02
I know the importance of data quality in AI
In this lesson, you will learn why clean, accurate, and well-prepared data is essential for buildin…
Estimated Duration: 15–30 min
03
I know what features and labels are in datasets
In this lesson, you will learn what features and labels are in datasets and how to identify them. T…
Estimated Duration: 15–30 min
04
I can preprocess data for AI models
Before training AI models, raw data must be cleaned and prepared to ensure quality and consistency.…
Estimated Duration: 30–45 min
05
I can split data into training and test sets
In this lesson, you will learn how to divide your dataset into training and test sets, a crucial st…
Estimated Duration: 30–45 min