Udemy - End-to-End GenAI Model Engineering

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 -Introduction.mp4 (75.1 MB)
10 - Support System Deployment
• 1 -Support Architecture Planning Guide.mp4 (67.2 MB)
• 2 -Integration Strategy Development Framework.mp4 (61.2 MB)
• 3 -Support System Implementation Guide.mp4 (80.0 MB)
• 4 -Performance Testing Protocol Design.mp4 (61.6 MB)
• 5 - Deploying AI Chatbots Practical Guide.html (0.6 KB)
• 5 - Hands-On-Learning Support System Deployment AI-Powered Customer Service.html (0.6 KB)
• 5 -HOL7.docx (54.2 KB)
• 5 -HOL7.txt (1.3 KB)
11 - Additional Use Cases
• 1 -Content Generation System Design.mp4 (70.5 MB)
• 2 -Code Assistant Implementation Guide.mp4 (65.4 MB)
• 3 -Alternative Implementation Techniques Guide.mp4 (145.2 MB)
• 4 -Use Case Selection Framework.mp4 (60.8 MB)
• 5 - Generative AI in Healthcare, Finance, and More.html (0.6 KB)
• 5 - Hands-On-Learning Advanced GenAI Optimization Hybrid, Caching & Edge.html (0.6 KB)
• 5 -HOL7.docx (51.7 KB)
• 5 -HOL7.txt (1.4 KB)
12 - Future Trends
• 1 -Future Technology Landscape Analysis.mp4 (78.5 MB)
• 2 -Industry Impact Assessment Framework.mp4 (65.4 MB)
• 3 -Emerging Tools Implementation Guide.mp4 (163.0 MB)
• 4 -Technology Adoption Strategy Design.mp4 (57.0 MB)
• 5 - Emerging Trends in Generative AI.html (0.6 KB)
13 - Course Conclusion
• 1 -Course Conclusion.mp4 (77.6 MB)
• 2 - Capstone Project GenAI Production Deployment Challenge.html (0.3 KB)
• 2 -GenAI Production Deployment Challenge.pdf (106.5 KB)
2 - Introduction to Generative AI
• 1 -Generative AI Impact on Engineering.mp4 (57.5 MB)
• 2 -Fundamentals of Generative AI Systems Architecture.mp4 (53.4 MB)
• 3 -Setting Up GenAI Development Environments Local & Cloud.mp4 (135.0 MB)
• 4 -Enterprise Implementation Success Stories.mp4 (47.8 MB)
• 5 - A Survey of Generative Artificial Intelligence.html (0.6 KB)
• 5 - Hands-On-Learning Introduction to Generative AI.html (0.4 KB)
• 5 -HOL2.docx (57.2 KB)
• 5 -HOL2.pdf (197.4 KB)
3 - Large Language Models
• 1 -LLM Components and Core Mechanics.mp4 (59.7 MB)
• 2 -Enterprise LLM Model Comparison.mp4 (45.4 MB)
• 3 -LLM Integration and API Setup.mp4 (86.7 MB)
• 4 -Strategic Model Selection Framework.mp4 (48.9 MB)
• 5 - A Brief Survey of Large Language Models.html (0.5 KB)
• 5 - Hands-On-Learning LLM Integration and API Setup.html (0.5 KB)
• 5 -HOL2.docx (55.7 KB)
• 5 -HOL2.pdf (187.4 KB)
4 - GenAI Use Cases
• 1 -Enterprise GenAI Application Matrix.mp4 (90.8 MB)
• 2 -Industry-Specific Solution Architecture.mp4 (63.3 MB)
• 3 -Support Assistant System Design.mp4 (62.5 MB)
• 4 -ROI Measurement and Metrics.mp4 (58.3 MB)
• 5 - Generative AI Use Cases A Primer.html (0.6 KB)
• 5 - Hands-On-Learning Support Assistant System Design.html (0.5 KB)
• 5 -HOL2.docx (49.2 KB)
• 5 -HOL2.pdf (187.3 KB)
5 - Fine-Tuning Basics
• 1 -Model Fine-Tuning Core Concepts.mp4 (67.8 MB)
• 2 -Training Data Preparation Guide.mp4 (47.9 MB)
• 3 -Basic Fine-Tuning Implementation Process.mp4 (199.9 MB)
• 4 -Model Testing Evaluation Framework.mp4 (57.5 MB)
• 5 - A Survey on Fine-Tuning of Pretrained Language Models.html (0.6 KB)
• 5 - Hands-on-Learning Fine-Tuning Basics Data Preparation & Model Training.html (0.5 KB)
• 5 -HOL6.docx (48.9 KB)
• 5 -HOL6.txt (1.3 KB)
6 - Advanced Fine-tuning
• 1 -Advanced Fine-Tuning Strategy Design.mp4 (64.5 MB)
• 2 -Performance Metric Analysis Framework.mp4 (55.8 MB)
• 3 -Advanced Fine-Tuning Implementation Guide.mp4 (180.4 MB)
• 4 -Model Iteration Process Framework.mp4 (48.5 MB)
• 5 - Hands-on-Learning Advanced Fine-Tuning LoRA & Optimization Techniques.html (0.6 KB)
• 5 - Parameter-Efficient Fine-Tuning of LLMs A Survey.html (0.6 KB)
• 5 -HOL6.docx (49.2 KB)
• 5 -HOL6.txt (1.4 KB)
7 - Fine-tuning for Support
• 1 -Support Data Preparation Strategy.mp4 (68.0 MB)
• 2 -Support Model Training Framework.mp4 (57.9 MB)
• 3 -Support Model Implementation Guide.mp4 (164.3 MB)
• 4 -Quality Control Testing Protocol.mp4 (57.7 MB)
• 5 - Hands-on-Learning Support Fine-Tuning Empathy & Brand Voice Training.html (0.6 KB)
• 5 - Ultimate Guide To Fine Tuning.html (0.5 KB)
• 5 -HOL6.docx (50.8 KB)
• 5 -HOL6.txt (1.4 KB)
8 - Deployment
• 1 -Production Deployment Strategy Design.mp4 (48.8 MB)
• 2 -Infrastructure Requirements Planning Framework.mp4 (58.3 MB)
• 3 -Production Deployment Implementation Guide.mp4 (151.5 MB)
• 4 -Deployment Best Practices Protocol.mp4 (56.1 MB)
• 5 - Deploying Large Language Models in Production.html (0.4 KB)
• 5 - Hands-On-Learning Production Deployment Docker, Monitoring & Scaling.html (0.6 KB)
• 5 -HOL7.docx (50.9 KB)
• 5 -HOL7.txt (1.5 KB)
9 - Monitoring and Maintenance
• 1 -System Monitoring Strategy Design.mp4 (64.0 MB)
• 2 -Performance Metrics Analysis Framework.mp4 (59.0 MB)
• 3 -Monitoring Tools Implementation Guide.mp4 (107.1 MB)
• 4 -Maintenance Protocol Development Framework.mp4 (59.1 MB)
• 5 - Hands-on-Learning GenAI Monitoring Quality Metrics & Infrastructure.html (0.6 KB)
• 5 - Monitoring LLMs in Production.html (0.6 KB)
• 5 -HOL7.docx (51.7 KB)
• 5 -HOL7.txt (1.6 KB)
• Bonus Resources.txt (0.1 KB)