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Beyond AI: Building toward artificial consciousness – Part 2

CIO

This piece looks at the control and storage technologies and requirements that are not only necessary for enterprise AI deployment but also essential to achieve the state of artificial consciousness. This architecture integrates a strategic assembly of server types across 10 racks to ensure peak performance and scalability.

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Building a Beautiful Data Lakehouse

CIO

Newer data lakes are highly scalable and can ingest structured and semi-structured data along with unstructured data like text, images, video, and audio. They conveniently store data in a flat architecture that can be queried in aggregate and offer the speed and lower cost required for big data analytics. Pulling it all together.

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Understanding Retrieval-Augmented Generation (RAG) on Google Cloud Platform (GCP)

Xebia

Scalability: GCP tools offer a cohesive platform to build, manage, and scale RAG systems. Managed Approach – Use integrated services like Vertex AI Search, which handles retrieval and answer generation, simplifying system architecture. Concluding We have explored RAG in 4 levels of complexity.

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The 10 most in-demand IT jobs in finance

CIO

Software engineers are at the forefront of digital transformation in the financial services industry by helping companies automate processes, release scalable applications, and keep on top of emerging technology trends. You’ll be required to write code, troubleshoot systems, fix bugs, and assist with the development of microservices.

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The 10 most in-demand IT jobs in finance

CIO

Software engineers are at the forefront of digital transformation in the financial services industry by helping companies automate processes, release scalable applications, and keep on top of emerging technology trends. You’ll be required to write code, troubleshoot systems, fix bugs, and assist with the development of microservices.

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Building a Media Understanding Platform for ML Innovations

Netflix Tech

As we developed more media understanding algos and wanted to expand to additional use cases, we needed to invest in system architecture redesign to enable researchers and engineers from different teams to innovate independently and collaboratively. This service leverages Cassandra and Elasticsearch for data storage and retrieval.

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Relational and Non-Relational Databases

Mentormate

No surprise, we will again start with the Wikipedia definition: “A NoSQL database provides a mechanism for storage and retrieval of data that is modeled in means other than the tabular relations used in relational databases.”. SQL allows us to connect to different databases, but the way we communicate with them is identical.