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Foundations of Data Science and AI: Building Blocks for the Future
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Course sections

Section 1
Introduction to Data Science and AI
1
Introduction to Data Science and AI
Section 2
Understanding Data Types
1
Understanding Data Types
Section 3
Data Preprocessing and Cleaning
1
Data Preprocessing and Cleaning - Overview
2
Handle Missing Values
3
Handle Outliers
4
Data Scaling/Normalization
Section 4
Exploratory Data Analysis
1
Exploratory Data Analysis
Section 5
Hypothesis Testing
1
Hypothesis Testing
Section 6
Predictive Modeling
1
Predictive Modeling
Section 7
Visualization
1
Visualization

Data Preprocessing and Cleaning

Data Preprocessing and Cleaning – Overview

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Understanding Data Types Understanding Data Types
Complete
Data Preprocessing and Cleaning Handle Missing Values