Free Download Orchestrating AI By Noah Gift
MP4 | Video: AVC 1920 x 1080 | Audio: AAC 44 Khz 2ch | Duration: 01:45:49 | 385.72 MB
Genre: eLearning | Language: English
# AI Orchestration and Engineering Course ## Author: Noah Gift ## Course Overview This comprehensive course covers AI orchestration, from local development to cloud deployment, with a focus on Rust, MLOps, and efficient AI system design. Learn practical approaches to building and deploying AI systems using modern tools and best practices. ## Module 1: Course Foundations – Introduction to AI Orchestration – Course Overview – AI Orchestration Fundamentals ## Module 2: Advanced Prompt Engineering – Understanding the Prompt Engineering Pyramid – Chain of Thought Prompting with Rust – Practical Demonstrations and Implementation ## Module 3: AI System Architecture – Local vs Cloud Model Deployment – Caching Strategies for AI Systems – RAG Optimization Techniques ## Module 4: Tools and Implementation – LlamaFile and Local Model Deployment – Ollama Integration and Architecture – AWS Spot Instance Deployment – GPU Monitoring and Optimization – HuggingFace Workflow Integration – GitHub AI Model Management – Technical Training and Best Practices ## Course Conclusion – Final Overview and Next Steps – AI Engineering Best Practices
https://www.oreilly.com/library/view/orchestrating-ai/11192024PAIML/
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