Machine Learning A-Z: AI, Python & R + ChatGPT (2026)

Data In. Models Out. Career Up. AI-Assisted Coding Throughout.

The complete ML course for 2026 — data preprocessing, supervised and unsupervised learning, deep learning with Hugging Face, and MLOps deployment with FastAPI and MLflow. With ChatGPT and Copilot as your coding assistant throughout every module.

24H Masterclass5 modulescertificate included

main takeaways_

[01]Feature engineering determines model quality more than algorithm choice — invest 70% in data
[02]Transfer learning via Hugging Face is 90% of practical NLP — master fine-tuning, not training
[03]A model that cannot be deployed is a research project — MLOps is as important as modelling

prerequisites_

- Python basics
- Math fundamentals

enroll in this course

mentorship options_

1-to-1 Personal Mentorship

Online Video Call Sessions

Web Platform Access

WhatsApp Direct Support

Telegram Community & Bot

course modules_

Module 1: Foundation & Core Concepts

Build a solid foundation with core concepts, terminology, and fundamental workflows.

beginnercase studyworkshopexercise

Module 2: Practical Application

Apply your knowledge with hands-on exercises and practical use cases.

elementarycase studyworkshopexercise

Module 3: Advanced Techniques

Master advanced techniques and sophisticated workflows for complex scenarios.

intermediatecase studyworkshopexercise

Module 4: Real-World Integration

Integrate with real-world systems and build production-ready solutions.

advancedcase studyworkshopexercise

Module 5: Mastery & Optimization

Optimize your workflows, develop best practices, and achieve mastery-level proficiency.

expertcase studyworkshopexercise

cert

certificate of attendance_

Complete all 5 modules with passing scores on each AI-evaluated exercise to earn your certificate. Share it on LinkedIn or add it to your resume.