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Undergraduate Certificate in Feature Engineering for Small Datasets
Flexible learning: Enroll today to start learning anytime, anywhere
Educational Excellence: Trusted by thousands of learners worldwide
Educational Excellence: Trusted by thousands of learners worldwide
Overview
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Learning outcomes
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Course content
1
Introduction to Feature Engineering
2
Data Preprocessing Techniques
3
Dimensionality Reduction Methods
4
Feature Selection Strategies
5
Handling Missing Data
6
Feature Creation and Transformation
7
Evaluating Feature Importance
8
Machine Learning Basics for Small Datasets
9
Practical Applications of Feature Engineering
10
Capstone Project in Feature Engineering
Duration
The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months
Course fee
The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90
Career Path
Key facts
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Why this course
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Frequently asked questions
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Earn a Certificate
Showcase your achievement with a professional certificate upon successful course completion.