Skip to content
About
Community
Events
Quiz: FinOps Fundamentals
Courses
Events
FinOps NEXUS Conference 2024
AWS re:invent24
Podcasts
About
Community
Events
Quiz: FinOps Fundamentals
Courses
Events
FinOps NEXUS Conference 2024
AWS re:invent24
Podcasts
Contact Us
Course Content
Introduction to Generative AI for FinOps
Overview of generative AI and its application in FinOps, presented by Rich Hoyer, a seasoned FinOps expert.
0/6
Introduction to Generative AI in FinOps: Enhancing Financial Operations
Our Focus: Generative AI / NLP
Generative AI vs. Traditional Automation: A Comparative Analysis for FinOps
Deterministic Automation Versus AI: Demo Part I
Deterministic Automation Versus AI: Demo Part II
Deterministic Automation Versus AI: Demo Part III
Large Language Models (LLM) Details
0/3
Prompt Engineering
Retrieval Augmented Generation (RAG) in FinOps
Fine Tuning your model
Options For Local Deployment
0/5
Exploring Deployment Options for AI Models in FinOps
Exploring AI Model Deployment Options
Managing Deployment Challenges for AI Models
Embracing Serverless Solutions for FinOps: A Production Perspective
Key Considerations for Deploying Serverless Solutions
Application: Best Practice Codification
0/7
Codifying and Centralizing FinOps Best Practices for Enhanced Efficiency
Setup of Bedrock For FinOps Knowledge Codification
Demonstration of FinOps Knowledge Codification: Cost Segmentation Practices
Demonstration of FinOps Knowledge Codification (Continued)
Demonstration of FinOps Knowledge Codification (Continued)
Demonstration of FinOps Knowledge Codification (Continued)
Demonstration of Code Snippet Retrieval
Application: Data Analytics & Integration
0/3
Introduction to Natural Language SQL for Cloud Cost Analysis
Demo of Natural Language SQL in BigQuery
Demo of Natural Language SQL in BigQuery (Continued)
Conclusion
0/3
Integrating LLMs With Multiple Platforms
Automating FinOps Procedures with AI for Proactive Cost Management
Final Thoughts: Harnessing the Power of Generative AI in FinOps
Generative AI for FinOps by Rich Hoyer
This section demonstrates setup of Amazon Bedrock for FinOps knowledge codification.
Key Takeaways:
Codifying knowledge and best practices can be a huge challenge.
Generative AI can be used to consolidate and interpret large information stores
https://finopsnexus.com/wp-content/uploads/2024/05/chapter4_cloud_costs_p1.mp4