Course preview132 lessons · 68 hours
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Expert-led learning with clear outcomes
AI

Machine Learning A-Z: Foundations to Deployment

A focused, outcome-led course with clear milestones, practical practice, and expert guidance from start to finish.

132 lessons 68 hours Intermediate
4.8 (1,890 ratings) 14,200 learners
NKCreated by Neha Kapoor
Duration68 hours
Lessons132 lessons
LevelIntermediate
LanguageEnglish
Why this course

Learn skills that stay with you

  • Train and evaluate supervised learning models
  • Understand neural network fundamentals
  • Deploy a model behind a real API
Clear learning pathMove through a structured sequence without guessing what comes next.
Practice that mattersUse guided work to turn key ideas into genuine confidence.
Recognised progressEarn a completion certificate when you finish.

Requirements

  • Working knowledge of Python
  • Basic statistics and linear algebra
Your roadmap

Course curriculum

3 focused modules · 38 hours of selected curriculum

01

Watch concise lessons, practise core concepts, and complete checkpoints that prepare you for the next module.

02
03
Your instructor

Learn with Neha Kapoor

NK

Neha Kapoor

Verified instructor · AI

4.8 instructor rating · 14,200 students taught
Build real things

Projects you'll build

Customer Churn Predictor

A trained classification model deployed behind a REST API.

Scikit-learnModel DeploymentIntermediate

Image Classifier with PyTorch

A convolutional neural network trained to classify real-world images.

PyTorchNeural NetworksAdvanced
Learner feedback

Reviews

4.81,890 reviews
5 star
51%
4 star
36%
3 star
10%
2 star
1%
1 star
1%
AS
Aarav Shah22 Apr 2026
4.0

Neha Kapoor's teaching style made "Machine Learning A-Z: Foundations to Deployment" click for me — clear explanations and practical examples throughout.

AI
Ananya Iyer22 Apr 2026
5.0

Exactly what I needed to go from confused to confident. The pacing in Machine Learning A-Z: Foundations to Deployment felt right for a working schedule.

Get certified

Earn your certificate

Certificate of Completion
Machine Learning A-Z: Foundations to Deployment
  • Complete all 3 modules
  • Watch 68 hours of course content
  • Score 70%+ on the final assessment
  • Shareable on LinkedIn once earned
Where this course can take you

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