Data Science Blog

SEPTEMBER 19, 2023

By automating the provisioning and management of cloud resources through code, IaC brings a host of advantages to the development and maintenance of Data Warehouse Systems in the cloud. Cost-Efficiency in Resource Allocation Cloud resources are priced based on usage, so efficient allocation is crucial for managing costs.

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DrivenData Labs

MARCH 30, 2023

The evaluation harness measured solutions' computational resource usage—including runtime, memory, and simulated network load—which factored into the judging. For the challenge, DrivenData created a federated evaluation harness that simulated federated model training and subsequent test set inference using teams' submitted code.

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IBM Journey to AI blog

NOVEMBER 13, 2023

While Kubernetes has become the de facto standard for container management, many companies also use the technology for a broader range of use cases. Nodes run the pods and are usually grouped in a Kubernetes cluster, abstracting the underlying physical hardware resources.

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Dataconomy

FEBRUARY 27, 2024

Fin gets relevance by sourcing answers directly from your help center and integrates seamlessly with your support inbox for easy oversight. Luckily, the crème de la crème among these tools are equipped to mitigate such challenges : Keeping a human touch : AI might slip up in judgment.

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AWS Machine Learning Blog

SEPTEMBER 25, 2023

Application development process The process of developing this application was iterative and centered on two main areas: user interface and ML model integration. With React, we could efficiently build a single-page application that allowed users to submit text and see de-biased results without the need for constant page refreshes.

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Iguazio

JANUARY 22, 2024

Demo: How to Build a Smart GenAI Call Center App How we used LLMs to turn call center conversation audio files of customers and agents into valuable data in a single workflow orchestrated by MLRun. Monitoring - Monitor all resources, data, model and application metrics to ensure performance. This helps cleanse the data.

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The MLOps Blog

DECEMBER 7, 2022

There’s an old saying in Argentina that goes: “A río revuelto, ganancia de pescadores”. We also defined new Slack channels to speed some things up , and they would eventually become an integral part of the Automated Notification Center for the monitoring of the entire system (more on that later!). has to offer.

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AWS Machine Learning Blog

JANUARY 20, 2023

By simplifying the management, a potential cost-saving benefit from this is development teams can allocate more time towards fine-tuning scaling policies to minimize over-provisioning of compute resources. When increasing traffic by 3x, average request latency only increased by 5 percent.

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Tableau

JUNE 13, 2021

There was a real fear that this new disease would lead to lethality similar to Ebola,” says Dr Alioune Badara Ly, the Deputy Director of the Health Emergency Operations Centre, Ministère de la Santé et de l'Action Sociale in Dakar, Senegal. Senegal’s dashboard to track COVID cases and health center visits (courtesy of PATH).

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Tableau

JUNE 13, 2021

There was a real fear that this new disease would lead to lethality similar to Ebola,” says Dr Alioune Badara Ly, the Deputy Director of the Health Emergency Operations Centre, Ministère de la Santé et de l'Action Sociale in Dakar, Senegal. Senegal’s dashboard to track COVID cases and health center visits (courtesy of PATH).

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Tableau Analytics Analytics 52

IBM Journey to AI blog

MARCH 20, 2024

Amazon Web Services (AWS), Google Cloud Platform, IBM Cloud or Microsoft Azure) makes computing resources (e.g., Moreover, a public cloud model enables companies to automatically scale compute and storage resources up or down (along with data security measures and services) to meet their individual needs. e-commerce flash sales).

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Cloud Computing Internet of Things Big Data Big Data 100

phData

JULY 18, 2023

Without a business driver to profitability, these technologies will be useless and a drain on the organization’s resources. Disadvantages of Modernization/Optimization Complexity: Refactoring or rewriting a significant portion of your legacy code often requires substantial time, resources, and expertise.

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Data Warehouse SQL Cloud Data Analytics 52

AWS Machine Learning Blog

MAY 10, 2023

The Jupyter Notebook, first released in 2011, has become a de facto standard tool used by millions of users worldwide across every possible academic, research, and industry sector. He is an advisory board member of the NumFOCUS Foundation, a faculty fellow of the Cal Poly Center for Innovation and Entrepreneurship, and the Sr.

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