Gen AI Online

Generative AI – Training (15 hours)
• Introduction to AI: Definition, history, and significance.
• Types of AI: Narrow AI vs. General AI.
• Machine Learning Basics: Supervised, unsupervised, and reinforcement learning
• Practical Application: Hands-on TensorFlow/Keras tutorial.
• Introduction to NLP: Text preprocessing, tokenization, and word embeddings.
• Introduction to Generative Models: Variational Autoencoders (VAEs), Generative
Adversarial Networks (GANs).
• Applications of Generative Models: Image generation, style transfer.
• Project: Building a basic generative model for image generation.
• Ethical Considerations in AI: Bias, fairness, and transparency.
• Creative AI: Music generation, art generation
• Project: Developing a creative AI model.
• Future of AI.