Artificial Intelligence & Machine Learning

Neural networks, transformers and applied ML workflows - train, evaluate and deploy models with scikit-learn, PyTorch and MLOps tooling.

The Artificial Intelligence & Machine Learning program at ITA Academia is a 16-week, mentor-led track designed around real industry workflows. Every module combines live instruction with guided labs, and ends with a graded deliverable that goes straight into your portfolio.

What makes this course different

• Project-based learning: you build real, demonstrable work - not just slides and quizzes.
• Industry mentors: taught by practitioners who are actively shipping in their domain.
• Career systems: CV and portfolio reviews, mock interviews and placement support through our hiring-partner network.
• Flexible pacing: morning, evening and live-online batches with recorded sessions for revision.

By the end of this course you will be able to

• Implement supervised & unsupervised algorithms
• Engineer features and evaluate models rigorously
• Train neural networks with PyTorch
• Fine-tune transformer models for NLP
• Deploy models as APIs with FastAPI & Docker

Certification

Graduates receive an ITA Academia verified certificate of completion and a transcript of assessed projects. Selected students are recommended to hiring partners and internship programs.