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ML-Guy

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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

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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

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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

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

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

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AWS Tip

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

Published in
AWS Tip

Building Enterprise Ontology — Part III — Data Store Overview — What is AWS Cloud Directory?

Choosing the “right” data store for a data system is challenging. Designing the initial schema is tricky as the business requirements are…

Jun 11, 2024

Building Enterprise Ontology — Part III — Data Store Overview — What is AWS Cloud Directory?

Jun 11, 2024

Building Trustful AI — Bedrock Agent — Improving Data Pipeline

It is easy to create a simple demo for a chat interface based on generative AI to query data in natural language. However, applying it to…

Jun 6, 2024

Building Trustful AI — Bedrock Agent — Improving Data Pipeline

Jun 6, 2024

Building Enterprise Ontology — Part II — Business Overview— What is an Enterprise Ontology?

Managing the operation of a large enterprise company is challenging. Sometimes, you have to read a 300-page manual for every little action…

Apr 24, 2024

Building Enterprise Ontology — Part II — Business Overview— What is an Enterprise Ontology?

Apr 24, 2024

ML-Guy

ML-Guy

Guy Ernest is the co-founder and CTO of @aiOla, a promising AI startup that closes the loop between knowledge, people & systems. He is also an AWS ML Hero.

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