AI & Machine Learning Bootcamp
Intensive AI/ML bootcamp for aspiring machine learning engineers. Cover neural networks, deep learning, NLP, computer vision, and deploy production ML models. Hands-on with TensorFlow and PyTorch.
Ages 18+
By Dr. Ahmed Khan
PKR 50,000
What You'll Learn
- Build deep learning models with TensorFlow and PyTorch from scratch
- Implement CNNs for image classification and transfer learning
- Create NLP pipelines using transformers and sequence models
- Deploy ML models to production with MLOps best practices
Course Highlights
- TensorFlow & PyTorch
- Deep learning architectures
- NLP & computer vision
- Model deployment
- MLOps fundamentals
- Research-grade projects
Curriculum
8 modules · 24 sessions over 16 weeks
Week 1-2
- Python for ML
- NumPy & linear algebra
- Probability & stats
Week 3-4
- Classical ML
- Supervised learning
- Model evaluation
Week 5-6
- Neural networks
- Backpropagation
- TensorFlow basics
Week 7-8
- CNNs
- Image classification
- Transfer learning
Week 9-10
- RNNs & LSTMs
- NLP fundamentals
- Transformers
Week 11-12
- PyTorch
- GANs
- Reinforcement learning intro
Week 13-14
- MLOps
- Model deployment
- API serving
Week 15-16
- Capstone project
- Paper writing
- Certification