Aladdin Persson PyTorch Tutorials

About this course

Learn PyTorch by implementing papers from scratch—YOLO, GANs, Transformers, and more. Aladdin Persson is a respected educator in the deep learning community, known for breaking down complex architectures into digestible, hands-on tutorials. This course bridges the gap between theory and real code, showing you exactly how foundational AI models work under the hood.

What you'll learn

• Build computer vision models using YOLO and understand object detection from first principles
• Implement Generative Adversarial Networks (GANs) and generate synthetic images
• Code Transformer architectures from scratch and grasp attention mechanisms
• Master PyTorch fundamentals: tensors, autograd, custom modules, and training loops
• Debug and optimize neural networks using PyTorch's profiling and logging tools
• Reproduce research papers end-to-end, from math to working code
• Deploy and test models on real datasets

Who this is for

If you're serious about AI engineering—whether you're building your portfolio, preparing for a job in AI/ML, or deepening your technical foundation—this course accelerates your learning through proven patterns and working examples.

• AI enthusiasts and self-learners — gain credible, portfolio-worthy experience implementing state-of-the-art models

Prerequisites

Solid Python programming skills and basic understanding of machine learning concepts (neural networks, training, loss functions). Familiarity with NumPy is helpful but not required.

Why this matters for Indian learners

AI engineer roles in India—at startups, tech giants like TCS, Infosys, and Wipro, or emerging AI labs—increasingly demand hands-on model implementation skills, not just theory. Companies hiring for roles like "ML Engineer" or "AI Research Engineer" expect you to code architectures, not just call APIs. This course gives you the exact depth that hiring teams in Bangalore, Hyderabad, and Mumbai look for, especially for mid-level and senior roles where salaries range from ₹15–40+ lakhs depending on experience and company tier.

Frequently asked questions

Is this course really free?

Yes. All videos are free on Aladdin Persson's YouTube channel—no premium tier, no hidden paywall. You just need a YouTube account.

How long will it take to complete?

Plan for about 30 hours total. If you dedicate 5–7 hours per week, you'll finish in 4–6 weeks. Go faster if you're comfortable; slow down if you need to revisit concepts or experiment with code variations.

Will I get a certificate?

No formal certificate is issued. However, you'll have real, working code in your GitHub—projects that speak louder than a certificate on any resume.