| Start Date | Class Timing | Physical Classes Fee | Online Classes Fee |
|---|---|---|---|
| 04 Nov 2024 | 06:00 PM -
08:00 PM (Pakistan Time)* |
16,000 PKR (8,000 PKR Per Month) |
10,000 PKR (5,000 PKR Per Month) |
| * 05:00 PM - 07:00 PM (UAE Time) | |||
Week 1: Introduction to Generative AI
– What is Generative AI?
– Applications and Use Cases
Week 2: Probability and Statistics Basics
– Probability Distributions
– Descriptive Statistics
Week 3: Introduction to Machine Learning
– Supervised vs. Unsupervised Learning
– Regression vs. Classification
Week 4: Deep Learning Fundamentals
– Neural Networks Basics
– Activation Functions
– Loss Functions
Week 5: Autoencoders
– Introduction to Autoencoders
– Encoder and Decoder Architecture
Week 6: Variational Autoencoders (VAEs)
– Introduction to VAEs
– Variational Inference
Week 7: Generative Adversarial Networks (GANs) – Part 1
– Introduction to GANs
– GAN Architecture
Week 8: Generative Adversarial Networks (GANs) – Part 2
– Training GANs
– Applications of GANs
Week 9: Applications of Generative AI
– Image Generation with GANs
– Text Generation with Recurrent Neural Networks (RNNs):
– Style Transfer
– Anomaly Detection
Week 10: Ethical Considerations and Future Trends
– Future Directions in Generative AI
– Ethical Considerations
– Practical Exercises and Projects throughout the course to reinforce learning, with discussions on ethical considerations and future trends in Generative AI.
