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0898667668
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Generative Ai for Everyone
WEEK 1
W1 1 Introduction to generative AI
W1 2 how generative ai work
W1 3 LLm as a thought partner
W1 4 AI is a general purpose
W1 5 Generative ai application - Writing
W1 6 Generative ai application - Reading
W1 7 Generative ai application Chating
W1 8 Generative ai application What LLMs can and cannot do
W1 9 Generative ai application Tips for prompting
W1 10 Generative ai application Image generation
WEEK 2
W2 1 Using generative AI in software applications
W2 2 Trying generative AI code yourself
W2 3 Lifecycle of a generative AI project
W2 4 Cost intuition
W2 5 Retrieval Augmented Generation RAG
W2 6 Fine tuning
W2 7 Pretraining an LLM
W2 8 Choosing a model
W2 9 How LLMs follow instructions, Instruction tuning and RLHF
W2 10 Tool use and agents
WEEK 3
W3 1 Day to day usage of web UI LLMs
W3 2 Task analysis of jobs
W3 3 Additional job analysis examples
W3 4 New workflows and new opportunities
W3 5 Teams to build generative AI software
W3 6 Automation potential across sectors
W3 7 Concerns about AI
W3 8 Artificial General Intelligence
W3 9 Responsible AI
W3 10 Course Summary
W3 11 Building a more intelligent world