– Introduction to AI and Generative Models
– Basics of Neural Networks
– Ethical Considerations
– Applications of Generative AI
– Beginners in AI
– Professionals expanding AI knowledge
– Students/researchers interested in AI
– Video lectures
– Case studies
– Quizzes
– Final project
– In-depth understanding of Neural Networks
– Advanced Generative Models: GANs, VAEs, etc.
– Hands-on with Generative Models
– Optimization Techniques
– Intermediate learners
– Developers, engineers, and data scientists
– AI enthusiasts with some background
– Code walkthroughs
– Hands-on exercises
– Expert mentorship
– Real-world problem-solving tasks
– AI-Generated Content Basics
– Content Creation using GANs, GPT-3, and Style Transfer
– Legal and Ethical Issues
– Real-life content creation projects
– Content creators
– Marketers and businesses
– Digital artists and creative professionals
– Pre-trained models (e.g., GPT-3, GANs)
– Content creation projects
– Examples of AI-generated content
– Community forums and feedback
– Deep learning foundations
– Training and optimizing Deep Learning Models
– Regularization, Optimization
– Advanced Neural Networks for Generation
– Intermediate to advanced learners
– Data scientists, ML engineers, and AI researchers
– Coding tutorials
– Hands-on project assignments
– In-depth lectures
– Live sessions for Q&A
– Introduction to GANs
– Training GANs and overcoming common challenges
– GAN applications in image generation and deepfake detection
– Advanced GAN techniques
– AI engineers and researchers
– Learners interested in advanced generative techniques
– ML enthusiasts
– Hands-on GAN projects
– Detailed architecture explanations
– Bonus content on deepfake detection and ethics
– Introduction to NLP and Language Models
– Text generation with GPT and transformers
– Fine-tuning for specific tasks
– Ethical considerations in NLP
– NLP researchers and data scientists
– Developers building chatbots or content generators
– General AI learners
– Python tutorials with GPT-3 and transformers
– Real-world projects (chatbot, content generator)
– Quizzes and assignments – Access to pre-trained modelsments
