Advanced Enterprise AI: Mastering Azure OpenAI, LLMs, and Cutting-Edge Techniques
2 days - Advanced
This training is designed to provide a deep dive into the latest advancements in AI and their practical applications in an enterprise setting, ensuring participants are equipped with the skills to innovate and lead in their respective fields using Azure OpenAI and LLMs.
Training details
This comprehensive 2-day training program is tailored for enterprise tech professionals, focusing on the advanced application of Azure OpenAI services and large language models (LLMs) like GPT-3 or GPT-4. It includes cutting-edge AI techniques such as Retrieval-Augmented Generation (RAG), fine-tuning methods, chaining, reranking, embedding, and cosine retrieval, providing a deep understanding of how to apply these technologies in enterprise scenarios.
Objective
- Equip participants with an in-depth understanding of Azure OpenAI and LLMs.
- Provide practical skills in advanced AI techniques.
- Enable integration and customization of AI solutions in enterprise environments.
- Promote knowledge of ethical AI usage in business.
Target Audience
- Advanced technology professionals in enterprises.
- AI and machine learning specialists.
- Technical IT leaders and decision-makers seeking to implement AI solutions.
Prerequisites
- Solid understanding of AI and machine learning fundamentals.
- Basic familiarity with Azure and cloud computing.
- Completion of the Data Science Fundamentals and Mastering Natural Language Processing and Building LLM-Powered Applications training programs is preferable.
Pedagogical method
- Intensive lectures with interactive presentations and practical demonstrations.
- Case studies and real-life applications.
- Interactive sessions for a deeper understanding of concepts.
- Proportion of presentations: 60%
- Proportion of practical cases: 30%
- Proportion of experience sharing: 10%
Evaluation and follow-up mode
- Feedback sessions for progress evaluation.
- Continuous assessment through practical exercises and projects.
- Post-training resources for extended learning.
Program
Day 1: Core Concepts and Advanced Techniques
- Morning
- Overview of Azure OpenAI services
- Introduction to LLMs (GPT-3, GPT-4)
- Introduction to RAG (Retrieval-Augmented Generation)
- Afternoon
- Fine-tuning LLMs for enterprise applications
- Practical session on chaining and reranking strategies
- Morning
Day 2: Integration, Application, and Ethics
- Morning
- Integrating Azure OpenAI in enterprise systems
- Hands-on workshop: Customizing AI solutions
- Afternoon
- Building and operationalizing AI applications
- Discussion on ethical and responsible AI use
- Morning
Contact us to discuss your project
Send us an email and we will get back to you as soon as possible[email protected]