Supervised Machine Learning Pipelines
Follow the journey of data as it goes through a typical Supervised Machine Learning Pipeline
13 Tutorials
0 Exercises
Beginner Level
100% Online
Self-paced
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction
2
Session Overview
The ML Pipeline
2. Features
6
Missing Values
Data Cleaning
Encoding Features
Normalization
Feature Reduction
Feature Engineering
3. Models
5
Engineering Labels
Introduction
K-Fold Cross Validation
Human Oversight
Automating the Pipeline
