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Practical Machine Learning

Build, evaluate, and communicate responsible machine-learning models for structured business problems.

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English

Created by Nidool Demo Instructor · Updated Jul 2026

Practical Machine LearningPremium course

₦42,000

₦56,000

Course content

3 modules

Flexible schedule

4h 15m

Experience level

Advanced

Credential

Shareable certificate

AboutOutcomesCurriculumInstructorReviewsFAQs

About this course

Build practical, career-ready expertise

Build, evaluate, and communicate responsible machine-learning models for structured business problems. Work through focused lessons, practical activities, and guided resources at a pace that fits your schedule.

Data scientists
Advanced analysts
Software engineers integrating predictive models

Course details

Assessments

9 learning activities

Language

English · 3 subtitle options

Secure, backend-verified checkout

Learning format

Self-paced online course

Outcomes

What you'll learn

Prepare features for supervised learning
Compare models with suitable metrics
Prevent common leakage and overfitting
Document a responsible model delivery

Skills you'll gain

Machine learningscikit-learnModel evaluation

Course content

There are 3 modules in this course

Move through 12 lessons and activities designed to turn new ideas into practical knowledge.

Problem and target definition: Guided lesson

Video · Preview

28m

Feature preparation: Professional field guide

Article

12m

Modeling foundations knowledge check

Quiz

10m

Meet your instructor

NI

Nidool Demo Instructor

Machine Learning practitioner and Academy instructor

0 instructor rating 0 learners

An experienced practitioner focused on helping learners apply machine learning through clear methods, realistic projects, and professional feedback.

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What learners are saying

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Assignments

Before you begin

  • Python and pandas proficiency
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Train, validation, and test design: Applied practice lab

Assignment

35m

Earn a course certificate

Add this credential to your profile and share your achievement.

Instructor

NI

Nidool Demo Instructor

Machine Learning practitioner and Academy instructor

0 instructor rating 0 learners Independent instructor
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