AWS Big Data

APRIL 17, 2024

Amazon OpenSearch Service recently introduced the OpenSearch Optimized Instance family (OR1), which delivers up to 30% price-performance improvement over existing memory optimized instances in internal benchmarks, and uses Amazon Simple Storage Service (Amazon S3) to provide 11 9s of durability.

Optimization 112

Optimization Snapshot Metadata Cost-Benefit 112

Smart Data Collective

FEBRUARY 3, 2022

Therefore, the subscription business model is changing how customers pay for the service they receive. Hover, the subscription model can be quite challenging for businesses. If they wish to implement this model, they need to have an information collection system to keep track of billing and customer requests.

Optimization 108

Optimization Data Analytics Modeling Analytics 108

CIO Business Intelligence

OCTOBER 2, 2023

As long as you remain aware of potential risk factors and take action to mitigate potential risk, there should be no reason you cannot certify out of your ULA and move toward alternative options such as Rimini Street to identify tangible cost savings and optimize your Return on Investment (ROI). link] IT Management, Managed IT Services

ROI 80

ROI Optimization Enterprise Modeling 80

CIO Business Intelligence

JULY 23, 2023

Optimization also rose to the top of IT leaders’ lists: 67% measure success within their IT organization by better optimizing resources. Optimizing IT resources—namely infrastructure, processes, and people—fuels digital transformation and modernization, which drives businesses to keep pace in today’s tough economy.

Optimization 71

Optimization IT Digital Transformation Uncertainty 71

IBM Big Data Hub

FEBRUARY 5, 2024

Every asset manager, regardless of the organization’s size, faces similar mandates: streamline maintenance planning, enhance asset or equipment reliability and optimize workflows to improve quality and productivity. These foundation models, built on large language models, are trained on vast amounts of unstructured and external data.

Optimization 97

Optimization Management Key Performance Indicator Modeling 97

Analytics Vidhya

APRIL 17, 2024

PyTorch has unveiled torchtune, a new PyTorch-native library aimed at streamlining the process of fine-tuning large language models (LLMs). It offers a range of features and tools to empower developers in customizing and optimizing LLMs for various use cases.

Optimization 270

Optimization Modeling Analytics IT 270

KDnuggets

OCTOBER 19, 2023

Gradient descent is an optimization technique used to minimise errors in machine learning models. By iteratively adjusting parameters in the steepest direction of decrease, it seeks the lowest error value.

Optimization 120

Optimization Machine Learning Modeling IT 120

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

IT 109

IT Testing Optimization Modeling 109

Dataiku

JUNE 22, 2022

ML outcome optimization is the process of finding optimal feature values that give the model prediction minimum (or maximum) over a defined space. For black-box ML models, we cannot assume any of the usual smoothness properties for optimization, such as convexity or even differentiability.

Optimization 59

Optimization Modeling IT 59

IBM Big Data Hub

MARCH 21, 2024

In this blog, we’ll explore seven key strategies to optimize infrastructure for AI workloads, empowering organizations to harness the full potential of AI technologies. High-performance computing systems Investing in high-performance computing systems tailored for AI accelerates model training and inference tasks.

Optimization 66

Optimization Software Data-driven Consulting 66

CIO Business Intelligence

OCTOBER 16, 2023

Going back after the fact to optimize for cost while you’re still trying to operate and grow can make things even harder.” By quickly showing engineers the financial implications of feature development and product changes, for example, they can optimize features for cost in the same way they tune for performance or uptime.

Optimization 126

Optimization Enterprise Finance Data Processing 126

Smart Data Collective

JANUARY 19, 2023

Reasons for Cost Optimization Cost optimization is an important part of any organization’s DevOps strategy. By optimizing costs, organizations can maximize their profits and keep up with the ever-changing business landscape. But what are some of the reasons why DevOps teams should consider cost optimization?

Optimization 113

Optimization Cost-Benefit Software Measurement 113

Dataiku

MARCH 26, 2024

to understand the nuances behind model optimization, particularly the concept of fine-tuning. As these technologies become more prevalent — especially with Generative AI evolving and advancing as quickly as it is — it's crucial for business leaders (who are analytics and AI enthusiasts!)

Modeling 75

Modeling Machine Learning Data-driven Optimization 75

Cloudera

DECEMBER 19, 2023

There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector. As also expected, most had experimented on their own with large language models (LLM) and image generators. Our government leaders had several suggestions: Start small.

Optimization 86

Optimization Cost-Benefit Unstructured Data Risk 86

IBM Big Data Hub

JULY 5, 2023

However, cloud services costs can be higher than anticipated, so monitoring and optimizing your cloud spend is critical. Cloud cost optimization combines strategies, techniques, best practices and tools to help reduce cloud costs, find the most cost-effective way to run your applications in the cloud environment, and maximize business value.

Optimization 68

Optimization Forecasting ROI Metrics 68

IBM Big Data Hub

OCTOBER 17, 2023

For example, say we predict the quality of the clinker in advance, then we are able to optimize the heat energy and combustion in the cement kiln in such a way that quality clinker is produced at minimum energy. Such optimization of the processes reduces energy consumption and in turn reduces both energy emission and process emission.

Modeling 104

Modeling Optimization Manufacturing Forecasting 104

Smarten

JUNE 14, 2023

GPT, or Generative Pre-Trained Transformer, is a Large Language Model (LLM). If we are to safely and securely optimize its potential, GPT must be managed as it evolves. The topic of Artificial Intelligence or AI is ubiquitous. Lately, it seems that every media and news outlet has a story on AI and on ChatGPT.

Optimization 52

Optimization IT Digital Transformation Consulting 52

The Unofficial Google Data Science Blog

APRIL 19, 2021

by LEE RICHARDSON & TAYLOR POSPISIL Calibrated models make probabilistic predictions that match real world probabilities. While calibration seems like a straightforward and perhaps trivial property, miscalibrated models are actually quite common. Why calibration matters What are the consequences of miscalibrated models?

Modeling 122

Modeling IT Metrics Testing 122

CIO Business Intelligence

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities.

Modeling 132

Modeling Enterprise Marketing Sales 132

CIO Business Intelligence

DECEMBER 19, 2023

With our team’s strong understanding of every service within our catalog, we can quickly adapt to client needs and optimize output for success,” Cziomer says. Service delivery excellence is an attribute that far too many IT leaders fail to prioritize. But is your organization doing all it can to ensure service delivery excellence?

IT 138

IT Testing Metrics Optimization 138

CIO Business Intelligence

APRIL 25, 2024

The assisted scheduling for field service, released as part of this update, is designed to help field service technicians optimize their schedules by automatically recommending relevant jobs or tasks based on availability, location, skills, and billing status. “The It later added other capabilities to its Washington DC release this year.

B2B 70

B2B IT Sales Marketing 70

CIO Business Intelligence

MARCH 22, 2022

Nvidia is hoping to make it easier for CIOs building digital twins and machine learning models to secure enterprise computing, and even to speed the adoption of quantum computing with a range of new hardware and software. Nvidia claims it can do so up to 45,000 times faster than traditional numerical prediction models.

Modeling 126

Modeling Machine Learning Forecasting Optimization 126

Smart Data Collective

JANUARY 27, 2022

More businesses than ever are transitioning to data-driven business models. Research has shown that companies with big data strategies are 19 times more likely to become profitable. Unfortunately, some businesses have made poor decisions when instituting a data strategy. In the world of IT, change is constant. 2 Invest in Cloud Computing.

Optimization 104

Optimization IT Big Data Cost-Benefit 104

Cloudera

NOVEMBER 29, 2023

That’s why we’re excited to announce the Cloudera Model Registry as generally available, a game-changer that’s set to transform the way you manage your machine learning models in production environments. That’s where the Model Registry steps in. That’s where the Model Registry steps in.

Modeling 83

Modeling Machine Learning Metadata Metrics 83

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Helps you to determine areas of abnormal losses and profits to optimize your trading algorithm. Enables animation and object modeling of 3D charts for better analysis and testing. But first, What is DirectX Anyway?

Visualization 131

Visualization Optimization Analytics Testing 131

CIO Business Intelligence

MARCH 30, 2022

became CIO in 2020, he and his leadership team defined a new digital strategy and IT operating model to bring the full force of digital technologies to the company’s customers and employees. This model gives our clients greater access to the full scope of our expertise and allows us to be more responsive to client needs. Yes, we have.

Modeling 98

Modeling IT IoT Internet of Things 98

Analytics Vidhya

DECEMBER 6, 2023

According to Google, Gemini, optimized for different sizes: Ultra, Pro and Nano, is their most capable and general model yet, with state-of-the-art performance across many leading benchmarks. In the ever-evolving world of artificial intelligence, Google has now made a groundbreaking leap with its latest creation, Gemini AI.

Optimization 278

Optimization Modeling Analytics IT 278

IBM Big Data Hub

APRIL 9, 2024

” Watsonx.data lets organizations optimize workloads for different uses. Preparing and annotating data IBM watsonx.data helps organizations put their data to work, curating and preparing data for use in AI models and applications. “We also pull in video, which is where we add the commentary and embed it into the clips.”

Management 84

Management IT Machine Learning Metrics 84

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. Figuring out the best pricing model can be tricky. By processing and analyzing big amounts of data, they can help you establish optimized pricing plans. Hire machine learning to make optimal pricing decisions.

Machine Learning 124

Machine Learning Optimization Software Modeling 124

BizAcuity

APRIL 1, 2023

It supports a hybrid storage model in which frequently accessed data is stored in SSD whereas rarely accessed data is stored on HDD. And when no solution is presented to optimize storage, customers decide to move away from Teradata to other alternatives. Teradata is based on a parallel Data Warehouse with shared-nothing architecture.

Optimization 52

Optimization Data Warehouse Management Modeling 52

CIO Business Intelligence

FEBRUARY 14, 2024

That’s not just about the cost of preparing a larger data set than you need, which takes expertise that’s still uncommon and commands a high salary, but also what you’re teaching the model. But the usual laundry list of priorities for IT hasn’t gone away.

IT 142

IT Metadata Data-driven Management 142

DataRobot

JULY 27, 2021

In a global marketplace where decision-making needs to happen with increasing velocity, data science teams often need not only to speed up their modeling deployment but also do it at scale across their entire enterprise. This allows for the pipelining of incredibly complex inference models.

Optimization 98

Optimization Modeling Machine Learning Deep Learning 98

Cloudera

DECEMBER 21, 2023

Some are returning errors that are difficult to find—and if you’re missing KPIs you have to fix, optimize, and measure every bit of code, which can take a considerable amount of time and trial and error. How long would it take you to find the data you need to even begin to come up with a data-driven response? What do they mean?

Optimization 67

Optimization Sales Data Warehouse Measurement 67

CIO Business Intelligence

JANUARY 29, 2024

The evolving role of IT, coupled with new pandemic-era work models, has sifted the culture conversation away from in-office trappings. Back in the day, IT culture was all about the perks. To be clear, everyone still fancies a high-end perk. IT’s continuing evolution away from order-taker to strategic business partner has also had an impact.

IT 120

IT Insurance Digital Transformation Technology 120

CIO Business Intelligence

FEBRUARY 8, 2024

Companies have already made several changes in their approach, offering variable costs with a pay-as-you-go model, said Faisal Kawoosa, chief analyst and founder at Techarc. “For If there is a need, they will continue to add capacity or else scale down and optimize the cost.” In challenging times, tough measures are often required.

IT 85

IT Uncertainty Consulting Forecasting 85