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ML-Guy

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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ML-Guy

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

ML-Guy

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

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

Jul 24

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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

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

Jun 18

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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

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

Jun 11

ML-Guy

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

Building Trustful AI — Bedrock Agent — Improving Data Pipeline

Jun 6

ML-Guy

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

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

Apr 24

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AWS in Plain English

Building an Organization Ontology

Part 1: Scalable serverless solution for managing organizational charts and other large enterprise structure data.

Mar 14

Building an Organization Ontology

Mar 14

ML-Guy
in
AWS in Plain English

AWS Step Functions (unofficial) FAQ

The problem with AWS is not that you can’t do things with it but that there are too many ways to do the same thing, and it is hard to know…

Jan 22

AWS Step Functions (unofficial) FAQ

Jan 22

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AWS in Plain English

Automate Your Work at Scale in 5 Steps

How do you transition from manually completing individual tasks to creating a full-scale service that automates them? In this post, we…

Oct 9, 2023

Automate Your Work at Scale in 5 Steps

Oct 9, 2023

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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