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AI Crash Course
Nick Chase
March 28, 2025

AI Crash Course Recap

AI agents are becoming practical tools that autonomously perform tasks, support decision-making, and adapt to business needs. By starting with focused, high-value use cases and ensuring strong data governance and human oversight, organizations can unlock real value while building long-term capability.

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Discover the four foundational pillars of a data-centric approach to AI—quality data, robust pipelines, continuous feedback, and data governance—to build scalable, high-performing AI systems.
Nick Chase
March 26, 2025

Four Key Pillars of a Data-Centric Approach to AI

A data-centric approach to AI prioritizes improving data quality over tweaking models or code. As AI shifts toward unstructured data like text and images, traditional tools fall short. Data and analytics architects can address these challenges using four key pillars: data preparation and exploratory analysis, feature engineering, data labeling and annotation, and data augmentation. These pillars enable the creation of high-quality, AI-ready datasets, enhanced by modern tools like automation, low-code platforms, and synthetic data generation for scalable, intelligent systems.

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Discover how DevOps accelerates the transition to SaaS, improves feature agility, and enhances the customer experience. Learn how to measure the success of your DevOps initiatives and drive better business outcomes.
David Fishman
September 6, 2021

How do you know DevOps is working?

A big side effect of the world's new focus on work from home? Collaboration delivers leverage. Those of us who do software for a living are quite fortunate. Many of the habits we've learned in…

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Discover the impact of technical debt and Frankencloud on SaaS architecture. Learn how to optimize development, tackle technical debt, and build a sustainable SaaS platform.
David Fishman
July 7, 2021

Beyond Frankencloud: living with your once and future platform architecture

I suspect that when the legendary Ward Cunningham coined the term "technical debt", it did not take him long to realize he'd created a monster: "I am in favor of writing code to reflect your…

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Discover the truth behind technical debt and Frankencloud in your SaaS. Understand the origins of technical debt and how it relates to customer needs. Learn how to manage and tame the beast for a successful SaaS stack. Read more now!
David Fishman
May 21, 2021

Technical debt vs. Frankencloud in your SaaS

In SaaS, technical debt isn’t a bug, it's a feature – it’s a feature of creativity and velocity.  People are writing more code to solve more problems than ever before. Of course, they are not…

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Explore how Gali Health's innovative approach to personalized medicine, powered by advanced AI technology and data integration, is transforming chronic disease management and empowering patients with tailored therapies and collaborative insights.
David Fishman
December 9, 2019

Data-Driven Personalized Medicine: Gali Health Case Study

For chronic disease sufferers – often already under medical care – data-driven personalized medicine provides a promising new application for tailored therapies and disease management. Today, the right combination of technology infrastructure, advanced AI technology…

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Discover the hidden costs and benefits of cloud migration. Learn how to maximize the advantages of cloud computing, overcome challenges, and achieve long-term success for your business.
David Fishman
October 11, 2019

The hidden costs (and benefits) of cloud migration

If your plan for cloud computing is to simply “move to the cloud”, it's time to rethink your plan. Success is not about “moving”; it's about changing to cloud computing. Everyone wants the business and…

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Maximize your cloud and app stack potential with better architecture. Optimize performance, security, reliability, efficiency, and cost-effectiveness. Adapt to evolving business needs for greater success.
David Fishman
July 8, 2019

Why better architected is better than Well-Architected

Are your cloud and application stack well architected? Probably not. And that’s OK.  Cloud architects inside Amazon originated the AWS Well-Architected Framework (aka "Well-Architected"), and announced it in 2015. It aspired to set guidelines and…

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Discover how CloudGeometry has achieved its fourth APN certification as a Designated Service Provider for Amazon Redshift. Explore the versatility and benefits of Redshift for data-driven applications, data unification, and cost-effective data management.
David Fishman
July 2, 2019

AWS Partner Network endorses CloudGeometry for Amazon Redshift customers (4th award in 4 months)

The AWS Partner Network (APN) has now certified CloudGeometry as a Designated Service Provider for Amazon Redshift, the fastest-growing cloud data Warehouse offering. This recognition is the fourth such...

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Discover how CloudGeometry has been recognized as a certified service provider for AWS Lambda Services. Explore the benefits of Lambda functions and their impact on code cleanliness, cost optimization, and infrastructure management.
David Fishman
May 7, 2019

CloudGeometry now a Certified Service Provider for Lambda Services by AWS

Building our on successful collaboration with a broad spectrum of SaaS companies and corporate innovators, CloudGeometry now been recognized with a certification by AWS APN as a Designated Service Provider for AWS Lambda Services. This added recognition...

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Discover how CloudGeometry's SaaS platform transforms asset management and remote operations with real-time data streams and machine learning. Optimize efficiency, prevent downtime, and make informed decisions for your enterprise.
David Fishman
April 18, 2019

Enterprise SaaS Platform for Asset Management and Remote Operations

Almost any piece of industrial equipment today produces its own rich and steady stream of data. Digital diagnostics embedded in devices help with on-site troubleshooting when dispatching a trained local technician. But what about extending…

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Discover how CloudGeometry harnesses the power of Amazon Kinesis for advanced data architectures. Explore the benefits of real-time data streaming and its versatile applications in various industries.
David Fishman
April 1, 2019

APN awards CloudGeometry Amazon Kinesis Service Designation for advanced data architectures

The AWS Partner Network (APN) has endorsed ElevationData, the CloudGeometry company specializing in data engineering and data science pipelines, as a Designated Service Provider...

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Discover how CloudGeometry simplifies and optimizes database migration to the cloud. Learn about the benefits of AWS Database Migration Services for secure and cost-effective migrations.
David Fishman
February 22, 2019

AWS Partner Network Recognizes CloudGeometry as Certified Service Provider for Database Migration Services

We are proud to announce that the AWS Partner Network (APN) has certified us as a Designated Service Provider for AWS Database Migration Services. These AWS credentials...

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Discover how data science pipelines revolutionize healthcare data management, addressing the challenges of chronic disease and complex healthcare systems. Learn how automation, analytics, and AI empower personalized care in the era of bigger-faster data.
Michael Philip
February 15, 2019

Beyond Big Data for Health Care with Data Science Pipelines

By now, the consensus view of Big Data is that bigger doesn’t translate into better. It’s a more subtle irony that in the face of bigger and faster data, data science is still vexingly difficult...

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Get your data, applications, and infrastructure ready for the AI revolution

Get your data, applications, and infrastructure ready for the AI revolution

Take your DevOps practices to the next level with Cloud Native & Platform Engineering

Take your DevOps practices to the next level with Cloud Native & Platform Engineering
CloudGeometry Education

AI Crash Course

Join our free 1-hour online crash course and discover how AI can streamline operations, eliminate bottlenecks & enhance decision-making.
Why Take This Course?
AI agents are transforming industries, and understanding them is key to staying ahead. This course equips you with practical insights to integrate AI into your business strategy.
What You’ll Learn
Foundational AI Knowledge — Acquire a comprehensive understanding of artificial intelligence concepts, including machine learning, deep learning, and neural networks, tailored for decision-makers without a technical background.
Real-World Applications — Learn how to identify high-impact AI opportunities to streamline operations, eliminate bottlenecks, and enhance decision-making within your organization.
Practical Insights — Engage with interactive learning modules, real-world case studies, and expert guidance to apply AI concepts directly to your industry, unlocking the potential of AI agents for your business.​Sources

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"In today's rapidly evolving business landscape, understanding the fundamentals of AI Agents is no longer optional for leaders".

Accelerate your business with a tailored AI crash course designed specifically for your organization!