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Undergraduate Certificate in Small Dataset Challenges in Predictive Analytics
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 Predictive Analytics
2
Statistical Methods for Small Datasets
3
Data Collection and Preparation Techniques
4
Exploratory Data Analysis
5
Machine Learning Fundamentals
6
Model Evaluation and Validation
7
Feature Selection and Engineering
8
Time Series Analysis with Limited Data
9
Ethics in Predictive Analytics
10
Case Studies in Small Dataset Applications
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.