AWS Big Data

JANUARY 17, 2024

OpenSearch Service has supported both lexical and vector search since the introduction of its k-nearest neighbor (k-NN) feature in 2020; however, configuring semantic search required building a framework to integrate machine learning (ML) models to ingest and search. You can then use this model ID to create a semantic index.

Dashboards 99

Dashboards Data Processing Modeling Machine Learning 99

IBM Big Data Hub

DECEMBER 20, 2023

By giving machines the growing capacity to learn, reason and make decisions, AI is impacting nearly every industry, from manufacturing to hospitality, healthcare and academia. Without an AI strategy, organizations risk missing out on the benefits AI can offer. List issues AI can address and the benefits to be gained.

Strategy 81

Strategy Business Objectives Cost-Benefit Consulting 81

Smart Data Collective

MARCH 30, 2022

While there is no debating the huge benefits that analytics technology brings to the ecommerce sector , many experts are pondering what those actual benefits are. They are able to utilize Hadoop-based data mining tools to improve their market research capabilities and develop better products. What kind of tech support do I want?

Analytics 116

Analytics Cost-Benefit Testing Dashboards 116

IBM Big Data Hub

AUGUST 16, 2023

There are many reasons why organizations have embraced cloud services, including improved efficiencies, cost savings, scalability, flexibility and quicker time-to-market. In addition, companies can run up cloud costs because they provision more resources than necessary for their normal business functions.

Cost-Benefit 70

Cost-Benefit Data Processing Optimization Software 70

IBM Big Data Hub

FEBRUARY 7, 2024

These efforts often go hand in hand with broader corporate sustainability initiatives and can lead to significant cost savings and improved environmental performance. trillion in economic benefits by 2030. Companies are investing in renewable energy projects and implementing energy-efficient technologies and practices.

Reporting 101

Reporting Cost-Benefit Internet of Things Data-driven 101

IBM Big Data Hub

DECEMBER 5, 2023

With the rise of highly personalized online shopping, direct-to-consumer models, and delivery services, generative AI can help retailers further unlock a host of benefits that can improve customer care, talent transformation and the performance of their applications.

Unstructured Data 95

Unstructured Data Cost-Benefit Experimentation Machine Learning 95

Cloudera

JANUARY 26, 2022

Big Data” became a topic of conversations and the term “Cloud” was coined. . At the time, the architecture typically included two tiers, where cloud providers hosted the backend and clients sent their requests via web applications. . As cloud offerings grew, so did the demand for higher agility, speed, and cost efficiency.

Data Processing 85

Data Processing IoT Cost-Benefit Digital Transformation 85

Smart Data Collective

FEBRUARY 20, 2022

Your SaaS company can store and protect any amount of data using Amazon Simple Storage Service (S3), which is ideal for data lakes, cloud-native applications, and mobile apps. Management of data. While maintaining cost control, SaaS companies may have to innovate quickly. Benefits of using AWS for your SaaS company.

Cost-Benefit 116

Cost-Benefit Data Lake Software Machine Learning 116

IBM Big Data Hub

MAY 26, 2023

Leading life sciences companies are discovering the power of cloud in enabling analytics and artificial intelligence (AI) , shrinking innovation cycles, and standardizing processes across global operations, among other benefits. Of these breaches, 45% were cloud-based, costing USD 10.10M on an average, per breach.

Consulting 82

Consulting Cost-Benefit Optimization Machine Learning 82

IBM Big Data Hub

FEBRUARY 6, 2024

Strong IT infrastructure and off-site data backup solutions help ensure business continuity and readiness in the face of a broad range of cyber-related threats. Reduced costs from unplanned events: Cyber and disaster recovery can be expensive, with critical assets like employees, data and infrastructure being threatened.

Cost-Benefit 100

Cost-Benefit Testing Risk Strategy 100

AWS Big Data

MAY 4, 2023

Encored Technologies (Encored) is an energy IT company in Korea that helps their customers generate higher revenue and reduce operational costs in renewable energy industries by providing various AI-based solutions. All this contributes to building a scalable and cost-effective data event-driven pipeline. northeast-2.amazonaws.com

Data-driven 52

Data-driven Technology Cost-Benefit Machine Learning 52

AWS Big Data

MARCH 10, 2023

Since the deluge of big data over a decade ago, many organizations have learned to build applications to process and analyze petabytes of data. Data lakes have served as a central repository to store structured and unstructured data at any scale and in various formats.

Data Lake 105

Data Lake Sales Data Warehouse Snapshot 105

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. 46% of survey respondents in 2024 showed a preference for open source models.

Cost-Benefit 97

Cost-Benefit Modeling Manufacturing Interactive 97

AWS Big Data

JANUARY 9, 2024

2023 was a year of rapid innovation within the artificial intelligence (AI) and machine learning (ML) space, and search has been a significant beneficiary of that progress. However, not all customers who have the opportunity to benefit from k-NN have adopted it, due to the significant engineering effort and resources required to do so.

Cost-Benefit 95

Cost-Benefit Visualization Modeling Machine Learning 95

IBM Big Data Hub

FEBRUARY 2, 2023

They provide the backbone for a range of use cases such as business intelligence (BI) reporting, dashboarding, and machine-learning (ML)-based predictive analytics, that enable faster decision making and insights. In reality, cloud data warehouses have evolved to provide the same control maturity as on-prem warehouses.

Data Warehouse 57

Data Warehouse Cost-Benefit Unstructured Data Data Architecture 57

AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift is a popular cloud data warehouse, offering a fully managed cloud-based service that seamlessly integrates with an organization’s Amazon Simple Storage Service (Amazon S3) data lake, real-time streams, machine learning (ML) workflows, transactional workflows, and much more—all while providing up to 7.9x

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

IBM Big Data Hub

JANUARY 10, 2024

The protection of data-at-rest and data-in-motion has been a standard practice in the industry for decades; however, with advent of hybrid and decentralized management of infrastructure it has now become imperative to equally protect data-in-use.

Data Processing 79

Data Processing Risk Modeling Cost-Benefit 79

AWS Big Data

DECEMBER 13, 2023

Offering this service reduced BMS’s operational maintenance and cost, and offered flexibility to business users to perform ETL jobs with ease. For the past 5 years, BMS has used a custom framework called Enterprise Data Lake Services (EDLS) to create ETL jobs for business users.

Metadata 90

Metadata Data Lake Visualization Data Transformation 90

CIO Business Intelligence

JULY 14, 2023

A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data. Fine-tuning applies to both hosted cloud LLMs and open source LLM models you run yourself, so this level of ‘shaping’ doesn’t commit you to one approach.

Modeling 98

Modeling Machine Learning Cost-Benefit B2B 98

datapine

MARCH 31, 2022

To understand this concept in a practical context, check out this video featuring an explanation from analyst Sonya Fournier: Now that we’ve explored BI in a real-world professional context, let’s look at the benefits of embarking on this occupation. It’s Flexible. There’s A Wealth Of Choice. BI consultant.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

Smart Data Collective

MAY 17, 2021

Big data is at the heart of the digital revolution. Basing fleet management operations on data is not new, and in some ways, it’s always been a part of the industry. Basing fleet management operations on data is not new, and in some ways, it’s always been a part of the industry. Organizations have already realized this.

Big Data 101

Big Data Cost-Benefit IoT Machine Learning 101

Cloudera

OCTOBER 3, 2022

You’ve found an awesome data set that you think will allow you to train a machine learning (ML) model that will accomplish the project goals; the only problem is the data is too big to fit in the compute environment that you’re using. <end code block> Launching workers in Cloudera Machine Learning.

Machine Learning 90

Machine Learning Dashboards Data Processing Data Science 90

AWS Big Data

MARCH 30, 2023

Amazon Elastic Kubernetes Service (Amazon EKS) is becoming a popular choice among AWS customers to host long-running analytics and AI or machine learning (ML) workloads. For big data processing, which requires distributed computing, you can use Spark on Amazon EKS.

Data-driven 73

Data-driven Metadata Testing Management 73

O'Reilly on Data

SEPTEMBER 11, 2018

The twin problems here are that the cost of managing this cluster sprawl scales very poorly and the utilization of these machines is very poor since the load in each of these cases could typically be supported by a few dozen nodes. The implications for big data. Big data systems have always stressed storage systems.

Big Data 150

Big Data Data Processing Statistics Management 150

AWS Big Data

MAY 7, 2024

Amazon DataZone allows you to simply and securely govern end-to-end data assets stored in your Amazon Redshift data warehouses or data lakes cataloged with the AWS Glue data catalog. The producer account hosts the subscription’s data asset and the consumer account hosts the environment subscribing to the data asset.

Metadata 77

Metadata Data Lake Data Processing Data-driven 77

Smart Data Collective

AUGUST 14, 2019

The healthcare sector is heavily dependent on advances in big data. Healthcare organizations are using predictive analytics , machine learning, and AI to improve patient outcomes, yield more accurate diagnoses and find more cost-effective operating models. Big Data is Driving Massive Changes in Healthcare.

Big Data 78

Big Data Data Analytics Analytics Internet of Things 78

Smart Data Collective

DECEMBER 13, 2019

In 2016, Forbes published an insightful post on the importance of big data in the legal profession. Author Bernard Marr presents a very good point about the growing body of data in the legal profession and the impact that it is having on the way lawyers do their jobs. Big data makes it easier to get value from them.

Big Data 53

Big Data Software Cost-Benefit Machine Learning 53

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. There are numerous features developed by modern software providers based on artificial intelligence such as data alerts. 2) Vertical SaaS.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

datapine

JANUARY 21, 2020

Big data plays a crucial role in online data analysis , business information, and intelligent reporting. Companies must adjust to the ambiguity of data, and act accordingly. As a result, BI can benefit the overall evolution as well as the profitability of a company, regardless of niche or industry.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

IBM Big Data Hub

FEBRUARY 6, 2024

This infrastructure model relies on a network of remote data centers , servers and storage systems owned and operated by a third-party service provider. A CMP creates a single pane of glass (SPOG) that provides enterprise-wide visibility into multiple sources of information and data. Google Workspace, Salesforce).

Cost-Benefit 112

Cost-Benefit Digital Transformation Software Modeling 112

IBM Big Data Hub

JULY 24, 2023

ITOA turns operational data into real-time insights. It is often a part of AIOps , which uses artificial intelligence (AI) and machine learning to improve the overall DevOps of an organization so the organization can provide better service. It aims to understand what’s happening within a system by studying external data.

IT 61

IT Analytics Cost-Benefit Predictive Analytics 61

IBM Big Data Hub

DECEMBER 20, 2023

AWS, Google Cloud Services, IBM Cloud, Microsoft Azure) makes computing resources—like ready-to-use software applications, virtual machines (VMs) , enterprise-grade infrastructures and development platforms—available to users over the public internet. virtual machines, databases, applications, microservices and nodes).

Strategy 106

Strategy Cost-Benefit Digital Transformation Optimization 106

CIO Business Intelligence

JANUARY 20, 2023

The term business intelligence often also refers to a range of tools that provide quick, easy-to-digest access to insights about an organization’s current state, based on available data. Benefits of BI BI helps business decision-makers get the information they need to make informed decisions.

Business Intelligence 144

Business Intelligence Dashboards Data mining OLAP 144

IBM Big Data Hub

DECEMBER 11, 2023

As an initial step, business and IT leaders need to review the advantages and disadvantages of hybrid cloud adoption to reap its benefits. Public clouds operate on a pay-per-use basis, providing a cost-effective solution that limits wasting resources.

Cost-Benefit 114

Cost-Benefit Data Processing Strategy Software 114

AWS Big Data

OCTOBER 18, 2023

The decoupled compute and storage architecture of Amazon Redshift enables you to build highly scalable, resilient, and cost-effective workloads. Amazon Redshift ML makes it straightforward for data scientists to create, train, and deploy ML models using familiar SQL. Select Redshift data agent , then choose OK.

Analytics 98

Analytics Data Warehouse Testing Dashboards 98

IBM Big Data Hub

OCTOBER 20, 2023

Artificial intelligence platforms enable individuals to create, evaluate, implement and update machine learning (ML) and deep learning models in a more scalable way. AI platform tools enable knowledge workers to analyze data, formulate predictions and execute tasks with greater speed and precision than they can manually.

Machine Learning 81

Machine Learning Manufacturing Cost-Benefit Deep Learning 81

IBM Big Data Hub

NOVEMBER 14, 2023

Data monetization is a business capability where an organization can create and realize value from data and artificial intelligence (AI) assets. A value exchange system built on data products can drive business growth for your organization and gain competitive advantage.

Strategy 116

Strategy Cost-Benefit Data-driven Measurement 116