Smart Data Collective

MAY 17, 2021

Predictive models, estimates and identified trends can all be sent to the project management team to speed up their decisions. There are also a host of new challenges, the pandemic being only one of them. That’s also where big data can step in and vastly expand ops. The Future of Fleet Management: All-in on Big Data.

Big Data 132

Big Data Cost-Benefit IoT Machine Learning 132

Cloudera

MAY 23, 2024

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.

Management 80

Management Metrics Data Processing Machine Learning 80

AWS Big Data

DECEMBER 19, 2024

Each service is hosted in a dedicated AWS account and is built and maintained by a product owner and a development team, as illustrated in the following figure. For example, the data science team quickly developed a new predictive model for sales by reusing data already available in Amazon DataZone, instead of rebuilding it from scratch.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

CIO Business Intelligence

MARCH 19, 2025

Predictive modeling can help companies optimize energy consumption, while AI-driven insights can identify supply chain inefficiencies that lead to excessive waste. Hosting internal workshops and knowledge-sharing sessions can help integrate sustainability into corporate culture.

IT 58

IT Data Governance Data-driven Metrics 58

CIO Business Intelligence

APRIL 25, 2022

Data Science Dojo is one of the shortest programs on this list, but in just five days, Data Science Dojo promises to train attendees on machine learning and predictive models as a service, and each student will complete a full IoT project and have the chance to enter a Kaggle competition. Data Science Dojo. Switchup rating: 5.0 (out

Data Science 145

Data Science Machine Learning Deep Learning Statistics 145

Cloudera

OCTOBER 19, 2023

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.

Data-driven 76

Data-driven Data Architecture Predictive Modeling Digital Transformation 76

Cloudera

MAY 12, 2021

2020 saw us hosting our first ever fully digital Data Impact Awards ceremony, and it certainly was one of the highlights of our year. Data for Good: Rush University Medical Center — Built a data pipeline to give clinicians fast access to real-time patient data and prediction models in response to COVID-19.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70

CIO Business Intelligence

AUGUST 15, 2023

Generac transforms its business with data Organization: Generac Power Systems Project: PowerInsights IT Leader: Tim Dickson, CIO After arriving at Generac Power Systems as its new CIO, Tim Dickson hosted the company’s first-ever hackathon to upskill IT employees and evaluate the team.

IT 98

IT Manufacturing IoT Cost-Benefit 98

AWS Big Data

SEPTEMBER 13, 2024

Although we explored the option of using AWS managed notebooks to streamline the provisioning process, we have decided to continue hosting these components on our on-premises infrastructure for the current timeline. At this stage, CFM data scientists can perform analytics and extract value from raw data.

Interactive 109

Interactive Strategy Cost-Benefit Data Governance 109

Ontotext

MAY 25, 2023

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.

Machine Learning 52

Machine Learning Structured Data Unstructured Data Predictive Modeling 52

DataRobot Blog

JANUARY 10, 2023

DataRobot Notebooks is a fully hosted and managed notebooks platform with auto-scaling compute capabilities so you can focus more on the data science and less on low-level infrastructure management. A host of open-source libraries. Deep Dive into DataRobot Notebooks. Auto-scale compute.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

Cloudera

SEPTEMBER 7, 2023

Introduce advanced AI training and programs, including hands-on projects that simulate real-world financial scenarios, or mentorship programs hosted by AI experts. Offer opportunities for employees to specialize in specific AI domains, such as fraud detection or predictive analytics, tailored to the institution’s needs.

Insurance 83

Insurance Risk Data-driven Finance 83

BizAcuity

APRIL 25, 2022

There is a need for a predictive analytics tool that can individually target each customer at right time to drive additional revenue. A predictive model that’s gaining traction in the casino business is Recency-Frequency-Monetary (RFM) model.

Marketing 52

Marketing Strategy ROI Digital Transformation 52

IBM Big Data Hub

JULY 6, 2023

An e-commerce conglomeration uses predictive analytics in its recommendation engine. An online hospitality company uses data science to ensure diversity in its hiring practices, improve search capabilities and determine host preferences, among other meaningful insights.

Machine Learning 54

Machine Learning Data Science Statistics Deep Learning 54

FineReport

MARCH 31, 2024

These tools offer a host of invaluable benefits: Centralized Data: Best BI tools consolidate data from diverse sources, providing a unified and comprehensive view of organizational operations. Flexible pricing options, including self-hosted and cloud-based plans, accommodate businesses of all sizes. Best BI Tools for Data Analysts 3.1

Dashboards 52

Dashboards Visualization Data mining Data-driven 52

O'Reilly on Data

MAY 18, 2020

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.

Risk 364

Risk Modeling Data Processing Reporting 364

Domino Data Lab

JULY 9, 2019

He advocated that an impactful ML solution does not end with Google Slides but becomes “a working API that is hosted or a GUI or some piece of working code that people can put to work” Wiggins also dove into examples of applying unsupervised, supervised, and reinforcement learning to address business problems.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Jet Global

MAY 1, 2023

Deployment Style The greatest flexibility comes from solutions that can be easily deployed on-premise at customer sites, hosted in your data center, and made available in the cloud through such data platforms as Amazon Web Services and Microsoft Azure. Furthermore, it uses techniques that are known for scaling the implementation.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

CIO Business Intelligence

JANUARY 13, 2025

Generative AI, when combined with predictive modeling and machine learning, can unlock higher-order value creation beyond productivity and efficiency, including accretive revenue and customer engagement, Collins says. CIOs must do a better job preparing and supporting employees, Jandron states.

Experimentation 140

Experimentation Strategy ROI Digital Transformation 140

Cloudera

DECEMBER 9, 2024

Effortless Model Deployment with Cloudera AI Inference Cloudera AI Inference service offers a powerful, production-grade environment for deploying AI models at scale. GenAI Solution Pattern Clouderas platform provides a strong foundation for GenAI applications, supporting everything from secure hosting to end-to-end AI workflows.

Predictive Analytics 74

Predictive Analytics Data Processing Modeling Optimization 74