Click to expand the mind map for a detailed view. Hardware Infrastructure Category Technology/Tool Name Description Best Use Cases Compute NVIDIA A100/A800, H100, AMD MI300X High-performance GPUs for parallel processing and LLM training. Large-scale LLM training, fine-tuning, inference acceleration. Google…
Click to expand the mind map for a detailed view. Key Takeaways Detailed Summary Introduction Career Advice AI and PM Skills Pace and Quality CPTO Role AI Tools and Experimentation Diversity in Tech Sales-Led Products Conversational Insights Software Tools People…
Click to expand the mind map for a detailed view. Key Takeaways Detailed Summary Introduction to Product Operations The Three Pillars of Product Ops Benefits of Product Ops Challenges and Considerations Case Study: Athenahealth Key Insights Software Tools People Mentioned…
Click to expand the mind map for a detailed view. Key Actionable Takeaways Detailed Summary 1. Challenges in the AI PM Job Market 2. Strategies to Become a Gen AI PM 3. Mindset Shifts for Success 4. Traditional AI PM…
Click to expand the mind map for a detailed view. LangChain Mind Map Introduction What is LangChain? Why Use LangChain? Core Concepts 1. LLM Wrappers 2. Prompt Templates 3. Indexes 4. Chains 5. Agents LangChain Pipeline Step 1: User Query…
Click to expand the mind map for a detailed view. Key Takeaways Detailed Summary Responsible AI Development AI Bias & Ethical Considerations AI Harms & Their Impact AI Security & Privacy Considerations The Role of AI Agents in Responsible AI…
Click to expand the mind map for a detailed view. Key Takeaways Responsible AI Usage Understanding AI Bias AI Harms & Mitigation AI Security & Privacy Risks Addressing AI Bias and Drift Detailed Summary Responsible AI Development Ethical Considerations AI…
Click to expand the mind map for a detailed view. Key Takeaways Detailed Summary Understanding Prompt Engineering Applying Prompt Engineering in the Workplace Evaluating and Iterating on AI Outputs Advanced Prompting Techniques Practical Applications Conversational Insights Software Tools People Mentioned…
Click to expand the mind map for a detailed view. Key Takeaways Detailed Summary Introduction to Generative AI Practical Applications of Generative AI AI Tools and Their Uses Human-in-the-Loop Approach Evaluating Tasks for AI Use Gemini in Google Workspace Apps…
Click to expand the mind map for a detailed view. Key Takeaways Detailed Summary Course Overview Course Content AI Success Stories Helpful Resources and Tips Foundations of AI and ML AI Capabilities and Limitations Vint Cerf’s Vision for AI Conversational…
