O'Reilly on Data

JANUARY 17, 2023

Building Models. A common task for a data scientist is to build a predictive model. You know the drill: pull some data, carve it up into features, feed it into one of scikit-learn’s various algorithms. You might say that the outcome of this exercise is a performant predictive model.

Machine Learning 333

Machine Learning Predictive Modeling Software Modeling 333

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 92

IT Manufacturing IoT Cost-Benefit 92

DataRobot Blog

JANUARY 10, 2023

Most, if not all, machine learning (ML) models in production today were born in notebooks before they were put into production. 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.

Experimentation 52

Experimentation Machine Learning Data Science Modeling 52

Cloudera

NOVEMBER 18, 2020

It hosts over 150 big data analytics sandboxes across the region with over 200 users utilizing the sandbox for data discovery. OVO UnCover enables access to real-time customer data using advanced, intelligent data analytics and machine learning to personalize the customer product interaction experience.

Internet Publishing and Broadcasting 123

Internet Publishing and Broadcasting Data-driven Broadcasting Digital Transformation 123

Smart Data Collective

MAY 17, 2021

Big data solutions are often created and supported using various technologies from IIoT to machine learning and AI. All that performance data can be fed into a machine learning tool specifically designed to identify certain events, failures or obstacles. It also introduces operational efficiencies.

Big Data 101

Big Data Cost-Benefit IoT Machine Learning 101

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

SEPTEMBER 7, 2023

Open-source AI isn’t just quickly catching up to OpenAI, Google, Meta, and Microsoft : mere months after ChatGPT’s debut, open-source AI models are almost as fast, in addition to being more customizable , affordable , and transparent. There’s one more thing. Even more training and upskilling.

Insurance 83

Insurance Risk Data-driven Finance 83

Domino Data Lab

JULY 9, 2019

Wiggins advocated that data scientists find problems that impact the business; re-frame the problem as a machine learning (ML) task; execute on the ML task; and communicate the results back to the business in an impactful way. I still believe that data science is the craft of trying to apply machine learning to some real world problem.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Cloudera

MAY 23, 2024

The Solution The Cloudera platform provides enterprise-grade machine learning, and in combination with Ollama, an open source LLM localization service, provides an easy path to building a customized KMS with the familiar ChatGPT style of querying. Langchain) and LLM evaluations (e.g. This contextualization is possible thanks to RAG.

Management 80

Management Metrics Data Processing Data Lake 80

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

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