Lesson 1
Understanding Algorithms
Dive into the world of algorithms and their role in machine learning.
Start2 Micro-lessons
Micro lesson 1
Algorithm SelectionMicro lesson 2
Algorithm TuningLesson 2
Data Preprocessing
Learn the importance of data preprocessing in machine learning.
Start2 Micro-lessons
Micro lesson 1
Data CleaningMicro lesson 2
Feature ScalingLesson 3
Model Evaluation
Understand how to evaluate machine learning models effectively.
Start2 Micro-lessons
Micro lesson 1
Cross-ValidationMicro lesson 2
Performance Metrics