Smart Data Collective

AUGUST 19, 2023

Big data technology has significantly improved the ROI of modern marketing strategies. There are many ways that brands can use AI and data analytics to expand their reach, which includes using Roblox games. Back in February, we talked about some of the ways that data analytics has shaped the gaming industry.

Data-driven 57

Data-driven Interactive Recreation/Entertainment Big Data 57

IBM Big Data Hub

FEBRUARY 23, 2024

The emergence of NLG has dramatically improved the quality of automated customer service tools, making interactions more pleasant for users, and reducing reliance on human agents for routine inquiries. DL models can improve over time through further training and exposure to more data.

Enterprise 105

Enterprise Interactive Data-driven Key Performance Indicator 105

Smart Data Collective

OCTOBER 5, 2020

As a venture grows, it becomes tedious to keep track of the analytical data of the enterprise which, in turn, forms a road-block to decision making. Employing an analytical system in a data-driven business can help it to discover useful trends, information, conclusions and elevated decision making.

Interactive 91

Interactive Visualization Dashboards Business Intelligence 91

Smart Data Collective

JULY 5, 2021

There are a lot of DevOp projects that rely heavily on big data. They are using AI and other forms of big data technology to create highly effective software applications. More businesses are investing in big data software solutions, because they realize big data is incredibly important for the modern economy.

Data-driven 95

Data-driven Big Data Software Data Processing 95

Smart Data Collective

JANUARY 6, 2021

Big data is central to financial management. The market for financial data analytics is expected to reach $10 billion by 2025. One of the biggest uses of big data in finance relates to accounts receivable management. Fortunately, new advances in data technology have made accounts receivable management easier than ever.

Data-driven 95

Data-driven Management Big Data Predictive Analytics 95

erwin

MAY 2, 2022

How to create a solid foundation for data modeling of OLTP systems. As you undertake a cloud database migration , a best practice is to perform data modeling as the foundation for well-designed OLTP databases. This makes mastering basic data modeling techniques and avoiding common pitfalls imperative.

Modeling 98

Modeling Insurance Cost-Benefit Data Warehouse 98

AWS Big Data

MARCH 30, 2023

An event-driven architecture is a software design pattern in which decoupled applications can asynchronously publish and subscribe to events via an event broker. By containerizing your data processing tasks, you can simply deploy them into Amazon EKS as Kubernetes jobs and use Kubernetes to manage underlying computing compute resources.

Data-driven 70

Data-driven Metadata Testing Management 70

IBM Big Data Hub

APRIL 15, 2024

Or we create a data lake, which quickly degenerates to a data swamp. Coupled with search and multi-modal interaction, gen AI makes a great assistant. Additionally, these accelerators are pre-integrated with various cloud AI services and recommend the best LLM (large language model) for their domain.

Manufacturing 102

Manufacturing Contextual Data Knowledge Discovery Data Lake 102

CIO Business Intelligence

FEBRUARY 28, 2024

Essentially, the technology involves the replication of the human body in software models. Using these models, healthcare providers can test drugs and therapies with unprecedented speed and accuracy, reducing risks for both patients and physicians.

Informatics 102

Informatics Data-driven Digital Transformation Predictive Analytics 102

DataKitchen

FEBRUARY 27, 2024

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. Embedding: The retrieved data is encoded into embeddings that the LLM can interpret.

Data Quality 117

Data Quality Unstructured Data Testing Modeling 117

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions.

Data mining 130

Data mining Data-driven Statistics OLAP 130

Ontotext

JANUARY 26, 2023

In today’s world, we increasingly interact with the environment around us through data. For all these data operations to flow smoothly, data needs to be interoperable, of good quality and easy to integrate. And this is what semantic data management is about.

Interactive 52

Interactive Metadata Data Integration Data-driven 52

erwin

MAY 14, 2021

compliance with the General Data Protection Regulation). Accelerating the retrieval and analysis of data —so much of it unstructured—is vital to becoming a data-driven business that can effectively respond in real time to customers, partners, suppliers and other parties, and profit from these efforts.

Modeling 80

Modeling Digital Transformation Data-driven Optimization 80

IBM Big Data Hub

MAY 17, 2024

Poorly run implementations of traditional or generative AI in commerce—such as models trained on inadequate or inappropriate data—lead to bad experiences that alienate consumers and businesses. This includes trust in the data, the security, the brand and the people behind the AI.

B2B 58

B2B Interactive Optimization Forecasting 58

Smart Data Collective

FEBRUARY 14, 2021

Big data is fundamental to the future of software development. A growing number of developers are finding ways to utilize data analytics to streamline technology rollouts. Data-driven solutions are particularly important for SaaS technology. Big Data Technology is Pivotal to SaaS Deployments.

Data-driven 86

Data-driven Big Data Deep Learning Software 86

CIO Business Intelligence

JANUARY 19, 2024

Generative AI will take the gaming world from the current scripted and somewhat limited interactions to a vast selection of player-driven dynamic experiences. That’s because generative AI-driven PCG helps game developers craft many unique virtual worlds quickly, without manually managing every design detail.

Unstructured Data 107

Unstructured Data Recreation/Entertainment Data-driven Interactive 107

Smart Data Collective

SEPTEMBER 13, 2023

Welcome to 2023, the age where screens are more than mere displays; they’re interactive communication portals, awash with data and always hungry for more. The Intersection of Display and Data Let’s first establish what we’re talking about when we mention digital signage. It’s All About the Data, Baby!

Big Data 113

Big Data Analytics Interactive Advertising 113

CIO Business Intelligence

JANUARY 22, 2024

AI-driven technology is not just a side project anymore. According to a recent analysis by EXL, a leading data analytics and digital solutions company, healthcare organizations that embrace generative AI will dramatically lower administration costs, significantly reduce provider abrasion, and improve member satisfaction.

Cost-Benefit 102

Cost-Benefit Digital Transformation Data-driven Interactive 102

Sisense

JUNE 22, 2021

Your customers interact with multiple campaigns: They start with a TV ad, see a Facebook ad, see a Google Ad two days later, discover an SEO-driven blog article, and finally click on an email discount offer to make a purchase. Get a unified view of all your marketing data sources. Multi-touch attribution models explained.

Data-driven 52

Data-driven Sales Marketing Key Performance Indicator 52

IBM Big Data Hub

JANUARY 12, 2024

The advantages of AI are numerous and impactful, from predictive analytics that refine strategies, to natural language processing that fuels customer interactions and assists users in their daily tasks, to assistive tools that enhance accessibility, communication and independence for people with disabilities.

Data-driven 104

Data-driven Interactive Data Processing Technology 104

Cloudera

OCTOBER 24, 2023

The AI technologies of today—including not just large language models (LLMs) but also deep learning, reinforcement learning, and natural-language processing (NLP) tools—will equip telcos with powerful new automation and analytics capabilities. AI-powered automation is already driving significant margin growth by reducing costs.

Interactive 77

Interactive Data-driven Cost-Benefit Optimization 77

IBM Big Data Hub

FEBRUARY 13, 2024

The compact design and touch-based interactivity seemed like a leap into the future. Demystifying generative AI At the heart of Generative AI lie massive databases of texts, images, code and other data types. This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task.

Enterprise 125

Enterprise Modeling Testing Data-driven 125

erwin

AUGUST 15, 2022

For NoSQL, data lakes, and data lake houses—data modeling of both structured and unstructured data is somewhat novel and thorny. This blog is an introduction to some advanced NoSQL and data lake database design techniques (while avoiding common pitfalls) is noteworthy. A sample data warehousing project.

Data Lake 52

Data Lake Modeling Unstructured Data Data Warehouse 52

erwin

SEPTEMBER 12, 2019

Strong internal business process modeling and management helps data-driven organizations compete and lead. The Value of Internal Business Process Modeling. The complexity of modern data-driven organizations requires processes to work in tandem to create and sustain value.

Modeling 101

Modeling Cost-Benefit Data-driven Data Governance 101

IBM Big Data Hub

NOVEMBER 29, 2023

AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business. Non-symbolic AI can be useful for transforming unstructured data into organized, meaningful information. This helps to simplify data analysis and enable informed decision-making.

Unstructured Data 92

Unstructured Data Data-driven ROI Machine Learning 92

Smart Data Collective

FEBRUARY 4, 2021

Big data has been instrumental in keeping the pandemic in check. Organizations and governments around the world are using big data technology to track the spread of Covid-19 and find better solutions to keep it in check. However, big data will continue to affect our lives long after the pandemic has subsided.

Data-driven 68

Data-driven Marketing Strategy Big Data 68

CIO Business Intelligence

OCTOBER 16, 2023

AI-driven tools can assist in overcoming these creative roadblocks by suggesting code patterns, offering auto-completion suggestions and even generating sections of code. For example, engineers can use embedding models or similarity analysis to radically simplify data models and get important details more quickly.

Software 125

Software Data-driven Modeling Machine Learning 125

CIO Business Intelligence

MAY 9, 2024

They should lead the efforts to tie AI capabilities to data analytics and business process strategies and champion an AI-first mindset throughout the organization. They also need to understand the vitality of quality data for AI success, as well as governance frameworks to ensure responsible and ethical use of AI.

Risk Management 127

Risk Management Risk Cost-Benefit Technology 127

Sisense

OCTOBER 21, 2020

We live in a world of data: There’s more of it than ever before, in a ceaselessly expanding array of forms and locations. Dealing with Data is your window into the ways data teams are tackling the challenges of this new world to help their companies and their customers thrive. Picking a direction for your data model.

Modeling 71

Modeling Data-driven Dashboards Interactive 71

Smart Data Collective

MARCH 14, 2022

Data analytics technology is becoming a more important aspect of business models in all industries. Data Analytics is an Invaluable Part of SaaS Revenue Optimization. There are a lot of ways to take advantage of data analytics to get the most value of your SaaS business. SaaS companies are no exception.

Modeling 100

Modeling Analytics Sales Key Performance Indicator 100

IBM Big Data Hub

FEBRUARY 5, 2024

There is even more help on the horizon with the power of generative artificial intelligence (AI) foundation models, combined with traditional AI, to exert greater control over complex asset environments. These foundation models, built on large language models, are trained on vast amounts of unstructured and external data.

Optimization 99

Optimization Management Key Performance Indicator Modeling 99

Laminar Security

DECEMBER 1, 2023

Cloud data security is one of the most critical, yet most challenging aspects of doing business in the age of cloud. As more organizations migrate their data to the cloud, they face an increasing range of risks and threats, including data breaches, data leakage, data loss, data misuse, data compliance violations, shadow data and more.

Modeling 52

Modeling Cost-Benefit Risk Data-driven 52

Jet Global

APRIL 27, 2020

Any company worth its salt uses financial modeling to guide its financial planning and strategic decision-making. Financial modeling offers data-driven, quantitative analysis that tells you where your company stands and where it’s heading. But one model can’t do it all. What Is Financial Modeling?

Modeling 72

Modeling Forecasting Finance Visualization 72

IBM Big Data Hub

SEPTEMBER 11, 2023

We are in the midst of an AI revolution where organizations are seeking to leverage data for business transformation and harness generative AI and foundation models to boost productivity, innovate, enhance customer experiences, and gain a competitive edge. Watsonx.data on AWS: Imagine having the power of data at your fingertips.

Data-driven 114

Data-driven Insurance Digital Transformation Data Warehouse 114

Laminar Security

DECEMBER 13, 2023

In the ever-evolving digital landscape, the importance of data discovery and classification can’t be overstated. As we generate and interact with unprecedented volumes of data, the task of accurately identifying, categorizing, and utilizing this information becomes increasingly difficult.

Data-driven 119

Data-driven Machine Learning Risk Deep Learning 119

CIO Business Intelligence

OCTOBER 16, 2023

The launch of Microsoft-backed OpenAI’s ChatGPT — based on generative AI technology that provides a consumer-ready, conversational interface to large language models — almost instantly spurred what has been likened to a corporate arms race. Where your data comes from, who it comes from, how it’s governed is all very important.

Data-driven 136

Data-driven Software Interactive Technology 136