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ML-Guy

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Building Scalable AI Agents with AWS Step Functions: A Practical Guide

As AI and Large Language Models (LLMs) become increasingly central to enterprise solutions, organizations face a critical challenge: how…

Dec 24, 2024

Building Scalable AI Agents with AWS Step Functions: A Practical Guide

Dec 24, 2024

Pinned

Learn the Intuition behind LLM Hallucination

One of the main criticisms of Large-Language-Models (LLM) technology is that the models (ChatGPT, Claude, Gemini, etc.) often “hallucinate”…

Dec 10, 2024

Learn the Intuition behind LLM Hallucination

Dec 10, 2024

Pinned

Architecting a Successful Modern Data Analytics Platform in the Cloud

After we discussed the concepts for Building a Successful Modern Data Analytics Platform in the Cloud, it is time to architect it. This…

Feb 5, 2021

Architecting a Successful Modern Data Analytics Platform in the Cloud

Feb 5, 2021

Pinned

Building a Successful Modern Data Analytics Platform in the Cloud

I worked with dozens of companies migrating their legacy data warehouses or analytical databases to the cloud. I saw the difficulty to let…

Oct 20, 2019

The three layers of a modern data analytics platform

Oct 20, 2019

Stop Fine-Tuning LLMs, Start Building MCP Servers

Q: What is the best way to personalize your AI system to understand your business and its data?

Oct 11

Stop Fine-Tuning LLMs, Start Building MCP Servers

Oct 11

Secure your remote MCP Server in the AWS Cloud

How can you benefit from the power of AI in secure environments, such as those of enterprise companies? The new Model Context Protocol…

Jul 28

Secure your remote MCP Server in the AWS Cloud

Jul 28

From Websites to Model Servers: How MCP Will Redefine the Internet in the Age of AI

If You Missed the Early Days of Google, This Might Be Your Second Chance

May 20

From Websites to Model Servers: How MCP Will Redefine the Internet in the Age of AI

May 20

Mastering AI — Advanced RAG Techniques Online Course

Enterprise IT stands at a critical crossroads with AI implementation. Organizations face a challenging paradox: AI technologies promise…

Dec 1, 2024

Mastering AI — Advanced RAG Techniques Online Course

Dec 1, 2024

Enterprise Ontology — Part VII — Natural Language Interfaces for Policies — Amazon Bedrock Agent

Generative AI interfaces such as ChatGPT revolutionize user interfaces and allow non-technical people to interact with complex data in…

Jul 24, 2024

Enterprise Ontology — Part VII — Natural Language Interfaces for Policies — Amazon Bedrock Agent

Jul 24, 2024

Published in

Building Enterprise Ontology — Part IV — Ontology Access API Using AppSync and Lambda Resolver

The match between GraphQL and the hierarchical database is perfect. It seems that one can’t exist without the other. In this post, we…

Jun 18, 2024

Building Enterprise Ontology — Part IV — Ontology Access API Using AppSync and Lambda Resolver

Jun 18, 2024

ML-Guy

ML-Guy

Guy Ernest is the co-founder and CTO of @AI-on-Cloud, a solution-based company helping enterprise companies build their AI. He is also an AWS ML Hero.

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