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Professional Certificate in Practical Applications of Small Datasets in AI
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 Small Datasets in AI
2
Data Collection Techniques for Small Datasets
3
Data Preprocessing and Cleaning
4
Exploratory Data Analysis for Small Datasets
5
Feature Engineering and Selection
6
Model Building with Limited Data
7
Evaluating Model Performance
8
Overfitting and Regularization Strategies
9
Case Studies in Small Dataset Applications
10
Ethics and Best Practices in AI with Small Datasets
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.