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Loan Approval Prediction Machine Learning

Analytics Vidhya

Introduction In this article, we are going to solve the Loan Approval Prediction Hackathon hosted by Analytics Vidhya. classification refers to a predictive modeling problem where a class label is predicted for a given example of […].

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Private cloud makes its comeback, thanks to AI

CIO Business Intelligence

Private cloud providers may be among the key beneficiaries of today’s generative AI gold rush as, once seemingly passé in favor of public cloud, CIOs are giving private clouds — either on-premises or hosted by a partner — a second look. The excitement and related fears surrounding AI only reinforces the need for private clouds.

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Building and Evaluating GenAI Knowledge Management Systems using Ollama, Trulens and Cloudera

Cloudera

Ollama provides optimization and extensibility to easily set up private and self-hosted LLMs, thereby addressing enterprise security and privacy needs. Traditionally, models are measured by comparing predictions with reality, also called “ground truth.” This contextualization is possible thanks to RAG.

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What to Do When AI Fails

O'Reilly on Data

All predictive models are wrong at times?—just As the renowned statistician George Box once quipped , “All models are wrong, but some are useful.” In the context of AI incidents, this complexity is problematic because it can make audits, debugging, and simply even understanding what went wrong nearly impossible.

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Four Ways Telcos Can Realize Data-Driven Transformation

Cloudera

Large 5G networks will host tens of millions of connected devices (somewhere in the 1,000x capacity compared to 4G), each instrumented to generate telemetry data, giving telcos the ability to model and simulate operations at a level of detail previously impossible.

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Announcing the 2020 Data Impact Award Winners

Cloudera

It hosts over 150 big data analytics sandboxes across the region with over 200 users utilizing the sandbox for data discovery. The pipeline provides its clinicians fast access to real-time patient data and prediction models. The platform is loaded with over 30,000 files per day, from 95 systems across the bank.

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Reflections on the Knowledge Graph Conference 2023

Ontotext

During the conference, the organizers hosted a separate track called the Healthcare and Life Sciences Symposium. In Healthcare and Life Sciences, knowledge graphs have several use cases, such as personalized search, recommendations, clinical decision support, drug discovery and prediction models.