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Digital addiction detox: Streamline tech to maximize impact, minimize risks

CIO

This rapid adoption, while driving innovation, has also led to overloaded IT architectures that are fast and automated but often fragile and complex. As Robert Blumofe, chief technology officer at Akamai Technologies, told The Wall Street Journal recently, “The goal is not to solve the business problem. The goal is to adopt AI.”

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Weka Becomes A Unicorn With Big $140M Series E

Crunchbase News

Building AI infrastructure While most people like to concentrate on the newest AI tool to help generate emails or mimic their own voice, investors are looking at much of the architecture underneath generative AI that makes it work. The company offers cloud computing services and hardware for training artificial intelligence software.

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A Reference Architecture for the Cloudera Private Cloud Base Data Platform

Cloudera

The release of Cloudera Data Platform (CDP) Private Cloud Base edition provides customers with a next generation hybrid cloud architecture. All three will be quorums of Zookeepers and HDFS Journal nodes to track changes to HDFS Metadata stored on the Namenodes. Full details for hardware requirements are described in the release guide.

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Frugality meets Accuracy: Cost-efficient training of GPT NeoX and Pythia models with AWS Trainium

AWS Machine Learning - AI

Variety of tasks such as speech recognition, text generation, and question answering are demonstrated to have stupendous performance by these model architectures. Several recent models such as NeoX , Falcon , Llama use the GPT architecture as a backbone. Both are decoder models following similar architectural design as Chat GPT3.

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Jupyter is where humans and data science intersect

O'Reilly Media - Data

A meta-theme that ties these together is extensible software architecture for interactive computing with data. The recent beta release of JupyterLab embodies the meta-theme of extensible software architecture for interactive computing with data. plus the range of economics, finance, and econometric forecasting.

Data 106
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The Good and the Bad of Hadoop Big Data Framework

Altexsoft

Source: The Wall Street Journal. a suitable technology to implement data lake architecture. Apache Hadoop architecture. This shared-nothing architecture brings a lot of benefits we’ll discuss later. How MapReduce master-slave architecture works. How YARN master-slave architecture works. The Hadoop toy.

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Best practices to build generative AI applications on AWS

AWS Machine Learning - AI

Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills. RAG has higher complexity than prompt engineering because you need to have coding and architecture skills to implement this solution.