Generative AI - What Business needs to understand
Prompt Engineering with ChatGPT, Google Gemini, Perpexity.ai
Deep Learning with Neural Networks & Transformers- What Business needs to understand
Machine Learning (Supervised, unsupervised, reinforcement learning)- What Business needs to understand
Natural Language Processing (NLP) for Generative AI - What Business users should understand
Demonstration of how a Natural Language processing system (Interactive dialog based chatbot) works
Multi-modal & Small Language Models, Mixture of Expert (MoE) models, Vision transformers, applications in business processes
Business use cases for Generative AI- Industry specific, cross Industry
Case studies - Building domain adapted LLMs - BloombergGPT, FinGPT, Others (practical approach)
Building from scratch, deploying and scaling LLMs, LLM Evaluation & benchmarking
AI Co-pilots & AI Agents- Microsoft Copilot Pro, Others
Responsible AI - AI Safety, Regulations, Ethics, Governance
Sovereign AI & India's AI Mission, how your specific industry/ various industries can leverage it
Prompt Engineering with ChatGPT, Google Gemini, Perpexity.ai
Microsoft copilot pro - 3 use cases
Chatbot building (no code)
Downloading and working with LLMs on laptop
Data analysis with GenAI tools
Content creation with GenAI tools
Ideating high level adoption strategy and Use case discovery on GenAI using framework/ concepts covered
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