Advanced Artificial Intelligence
Dive deep into advanced AI concepts including neural networks, deep learning, and natural language processing. Build sophisticated AI applications, understand the mathematics behind AI, and prepare for advanced studies or competitions.
Ages 15+
By Dr. Ahmed Khan
PKR 35,000
What You'll Learn
- Build and train convolutional neural networks for image tasks
- Implement sequence models with RNNs and LSTMs
- Create a sentiment analysis pipeline using NLP techniques
- Design and present a capstone research project
Course Highlights
- Deep learning mastery
- Neural network architecture
- NLP applications
- Computer vision advanced
- Research methodology
- Industry projects
Curriculum
7 modules · 21 sessions over 14 weeks
Week 1-2
- Advanced ML concepts
- Feature engineering
- Model evaluation
Week 3-4
- Neural networks deep dive
- Backpropagation
- Optimization
Week 5-6
- CNNs
- Image classification
- Object detection
Week 7-8
- RNNs and LSTMs
- Sequence modeling
- Time series
Week 9-10
- NLP advanced
- Transformers intro
- Sentiment analysis
Week 11-12
- Generative AI
- GANs basics
- Creative AI
Week 13-14
- Capstone project
- Research presentation
- Certification