AI Fundamentals: Building & Fine Tuning Decision Engines – $2,495

Future proof your career. Our 3-days intensive instructor led “AI Fundamentals: Building and Fine Tuning Decision Engines” training course is designed to prepare you to apply AI in Business Management and in Project Management.

REGISTER Early and Get $500 Discount.

Prerequisites: A background in Business Management, Project Management, Product Development or Software Development. No Programming experience required.

Part 1: Intro to Machine Learning & Generative AI. AI Ethics & Emerging Regulatory Framework

Introduction to Machine Learning Frameworks.
Overview of Generative AI and Generative AI Transformer Architecture.
An overview of Retrieval Augmented Generation (RAG).
How Companies are using RAG with Generative AI in Business & Project Management.
AI Decision Engines & how to build Decision Engines for your Business.
Generative AI data ownership, data management and reuse.
Ethics and Regulations in developing AI systems.
Emerging AI Regulatory Frameworks – A World Health Organization Regulatory Considerations on AI for Health case study.

Part 2: Setting Up and Launching an Open Source LLM

Comparison of open source versus closed source Large Language Models.
Low Code and No Code Frameworks for building AI Decision Engines.
Requirements gathering for developing AI Systems.
Data sets and data flows for AI Decision Engines.
Downloading and installing an open source LLM.
Configuring the LLM for chat and other applications.
Prompt Engineering; an emerging discipline for rapid learning.
Securing, maintaining and using generated AI data.

Part 3: Pre-Training and Fine-Tuning for Decision Making.

Background on pre-training of LLMs.
Detailed explanation of fine-tuning for decision making.
Using Prompt Engineering to prepare data-sets for fine-tuning.
Fine-tuning a LLM for decision making.
Monitoring fine-tuning and successful completion.
An immersive conversation on Decision Engines and Future of Work – Discuss strategies and opportunities for developing and using Decision Engines at your Organization ethically.

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Upon completion of this training program, you will be awarded a Certificate of Completion and will gain comprehensive expertise in the hands-on application of AI in a business context. You will cultivate essential skills in gathering requirements for the development of AI systems, formulate policies for AI governance and compliance, and acquire vital competencies in constructing AI Decision Engines tailored to your business needs. Furthermore, you will attain a broad understanding of how businesses effectively employ Large Language Models to secure a competitive advantage. You can also apply the course work towards your PMI PDUs. REGISTER Early and Get $500 Discount.