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Artificial Intelligence Basics

Features

Explore the features of AI and how they impact decision-making processes.
Goal:
Learn how input variables are selected and engineered.
3Lessons
6Micro-lessons
IntermediateDifficulty
Lesson 1

Input Variables

Understanding the role of input variables in AI systems.
Start2 Micro-lessons

Micro lesson 1
Identifying Key Variables
Micro lesson 2
Variable Impact Analysis
Lesson 2

Feature Engineering

Techniques for engineering features to improve AI outcomes.
Start2 Micro-lessons

Micro lesson 1
Creating New Features
Micro lesson 2
Feature Selection Techniques
Lesson 3

Evaluating Features

Methods to evaluate the effectiveness of features in AI models.
Start2 Micro-lessons

Micro lesson 1
Measuring Feature Effectiveness
Micro lesson 2
Adjusting Features for Better Performance