Course

AI & Machine Learning

Understand how machine learning really works and build practical AI projects using Python and modern libraries.

Who is this course for?

  • Students exploring AI careers
  • University students working on ML projects
  • Professionals adding AI skills

What students will learn

Data handling with NumPy and pandas
Supervised and unsupervised learning
Model evaluation and tuning
Neural network fundamentals and practical AI applications

Curriculum

  1. 1Module 1 — Python for data science
  2. 2Module 2 — Data preparation and visualisation
  3. 3Module 3 — Regression and classification
  4. 4Module 4 — Clustering and dimensionality reduction
  5. 5Module 5 — Neural network basics
  6. 6Module 6 — Capstone project

Learning outcomes

  • Build and evaluate ML models
  • Complete an end-to-end AI project
  • Explain ML concepts clearly in interviews

Practice & assignments

  • Notebook assignments
  • Dataset case studies
  • Capstone project review

Instructor information

Sessions are led by experienced Eva Global Learnings instructors with academic and industry teaching backgrounds. Instructor profiles are shared before your first class.

Reviews

What Students Say

Sample testimonials — replace with verified student reviews.

The personalized approach made a huge difference in my learning. Concepts were explained clearly and I always received detailed feedback.

Sample Student, USA

SAT Preparation — Sample Review

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I really enjoyed the programming sessions. The instructor explained difficult Java concepts in a very simple way and gave me plenty of coding practice.

Sample Student, Canada

Java Programming — Sample Review

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The sessions were structured, engaging and focused on my individual goals. I especially appreciated the detailed explanations and practice questions.

Sample Student, UAE

Academic Preparation — Sample Review

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The DSA classes helped me understand problem-solving instead of simply memorizing solutions. The teaching was clear and practical.

Sample Student, UK

DSA with Python — Sample Review

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The preparation plan was organized around my goals, and the regular feedback helped me stay focused and confident.

Sample Student, Australia

Test Preparation — Sample Review

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Lessons were well planned and easy to follow, and the doubt-clearing sessions were genuinely helpful.

Sample Student, Singapore

IGCSE Tutoring — Sample Review

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FAQ

AI & Machine Learning — Frequently Asked Questions

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