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How to Start with AI: A Business Guide to Generative AI Implementation

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Overview

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Learn how to strategically approach AI entrepreneurship in this 36-minute video that goes beyond coding to explore the business and economic aspects of artificial intelligence. Dive into the current AI landscape, examining which companies are profitably leveraging AI technology and why. Explore key topics including cloud LLM infrastructure, proprietary language models, and real-world implementations by major players like Salesforce and SAP. Gain practical insights into fine-tuning techniques, including DPO and PEFT-LoRA quantization, while understanding common pitfalls to avoid when starting an AI venture. Master the scientific approach to AI implementation, learn about the commoditization of AI services, and discover how to effectively connect AI systems to databases. Perfect for entrepreneurs and business leaders looking to understand the strategic and technical considerations of launching AI-driven ventures.

Syllabus

How to start with AI - the scientific way
90 % companies have no GenAI
Cloud LLM infrastructure
Proprietary LLMs easy
SalesForce and SAP Joule AI
To be successful with AI
Fine-tuning is now a commodity
Become an AI Genius
Company AI fine-tuning w/ DPO
PEFT-LoRA Quantization
NEXT: Connect AI to Database

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