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. This trust hinges on the quality of the input data and the transparency of the Data Journey.

Data Quality 120

Data Quality Unstructured Data Testing Modeling 120

IBM Big Data Hub

NOVEMBER 29, 2023

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 interpretation: Unstructured data can often contain untapped insights.

Unstructured Data 93

Unstructured Data Data-driven ROI Machine Learning 93

Analytics Vidhya

JULY 15, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A technology that makes the interaction between humans and machines. The post Let’s Understand How does a chatbot work ? appeared first on Analytics Vidhya.

Interactive 306

Interactive Data Science Publishing Technology 306

Smart Data Collective

SEPTEMBER 27, 2023

Big data and AI are remarkable technologies transforming the face of industries, setting a new benchmark in efficiency, accuracy, and productivity. However, like all technologies, they also come with their own set of challenges and risks. As technology advances, so must our understanding of related laws.

Big Data 105

Big Data Unstructured Data Predictive Analytics Risk 105

CIO Business Intelligence

MAY 10, 2024

The list of highest-paying IT skills is always shifting as technology evolves, but some skills have consistently maintained earning power for IT pros over the years. Data from the Dice 2024 Tech Salary Report shows that, for certain IT skills, organizations are willing to pay more to hire experts than IT pros with strong competence.

IT 130

IT Unstructured Data Software Reporting 130

CIO Business Intelligence

AUGUST 9, 2023

What does this have to do with technology? Unstructured data needs for generative AI Generative AI architecture and storage solutions are a textbook case of “what got you here won’t get you there.” In addition, managing the data created by generative AI models is becoming a crucial aspect of the AI lifecycle.

Unstructured Data 97

Unstructured Data Modeling Data Architecture Enterprise 97

Smart Data Collective

SEPTEMBER 16, 2022

Client requests naturally grow with the development of technology. They are using big data technology to offer even bigger benefits to their fintech customers. The use of artificial intelligence technologies allows for improving the quality of service and minimizing costs. Among them are distinguished: Structured data.

Finance 116

Finance Unstructured Data Cost-Benefit Big Data 116

CIO Business Intelligence

JUNE 7, 2022

Those numbers represent the projected growth of chatbot interactions among banking customers between 2019 to 2023 and the cost savings from 862 hours less of work by support personnel, according to research by Juniper Research. NLP solutions can be used to analyze the mountains of structured and unstructured data within companies.

Unstructured Data 96

Unstructured Data Deep Learning Insurance Interactive 96

Smart Data Collective

NOVEMBER 20, 2022

However, digital marketing has become the major focus of marketers across all industries, mainly due to how customers interact and engage with modern businesses. To develop effective and optimized strategies in this ever-changing marketplace, a smart marketer needs to know how to leverage technology. Enter Big Data. Bottom Line.

Big Data 135

Big Data Sales Marketing B2B 135

IBM Big Data Hub

DECEMBER 5, 2023

Generative AI excels at handling diverse data sources such as emails, images, videos, audio files and social media content. This unstructured data forms the backbone for creating models and the ongoing training of generative AI, so it can stay effective over time.

Unstructured Data 95

Unstructured Data Cost-Benefit Experimentation Machine Learning 95

Ontotext

OCTOBER 19, 2023

What are the key technological and research innovations envisioned in AIDAVA? Just as a data scientist subjects data to preprocessing and transformation processes to make it ready for analysis, transforming health data for sharing typically requires these transformations to be carried out by a human.

Unstructured Data 64

Unstructured Data Structured Data Publishing Machine Learning 64

CIO Business Intelligence

OCTOBER 3, 2023

It requires careful analysis of all processes, and in many cases changes to how individual process operate and interact. Intelligent document processing: uses artificial intelligence and machine learning techniques to automate the processing of documents and unstructured data.

Cost-Benefit 120

Cost-Benefit Machine Learning Interactive Software 120

CIO Business Intelligence

DECEMBER 11, 2023

You have to balance the potential benefits of generative AI with significant, important operational issues, such as ensuring patient data privacy and complying with regulatory requirements. And yet, generative AI is a transformative technology—one that cannot be ignored. Enhance the customer experience for the patient or plan member.

Unstructured Data 75

Unstructured Data Interactive Data-driven Consulting 75

Smart Data Collective

NOVEMBER 16, 2021

Text mining and text analysis are relatively recent additions to the data science world, but they already have an incredible impact on the corporate world. As businesses collect increasing amounts of often unstructured data, these techniques enable them to efficiently turn the information they store into relevant, actionable resources.

Analytics 119

Analytics Unstructured Data Data Collection Software 119

CIO Business Intelligence

JANUARY 16, 2024

But what will be defined as ‘less capable’ will likely be impacted by the technology’s evolution, as well as the evolution of human-machine partnerships wherever the technology is implemented. More benefit may come from a process or technology improvement instead of broad application of AI to ‘fix’ problems,” he says.

Cost-Benefit 125

Cost-Benefit Enterprise Unstructured Data Technology 125

Smart Data Collective

JUNE 10, 2022

The average data scientist earns over $108,000 a year. The interdisciplinary field of data science involves using processes, algorithms, and systems to extract knowledge and insights from both structured and unstructured data and then applying the knowledge gained from that data across a wide range of applications.

Data Science 119

Data Science Machine Learning Statistics Business Intelligence 119

CIO Business Intelligence

NOVEMBER 28, 2023

With organizations seeking to become more data-driven with business decisions, IT leaders must devise data strategies gear toward creating value from data no matter where — or in what form — it resides. Unstructured data resources can be extremely valuable for gaining business insights and solving problems.

Unstructured Data 129

Unstructured Data Data-driven Visualization Data Quality 129

Cloudera

DECEMBER 11, 2020

A recent McKinsey survey, cited in CRN , shows that worldwide, 58 percent of customer interactions were digital as of July 2020. That compares to only 36 percent of customer interactions as of December 2019, which was before the pandemic impacted business, and only 20 percent in May 2018. Data Variety.

Insurance 94

Insurance Digital Transformation Unstructured Data Machine Learning 94

CIO Business Intelligence

MAY 8, 2024

This article focuses on how these advancements are paving the way for data integration for the years to come in this ever-so-dynamic technological era. AI-powered data integration One of the most promising advancements in data integration is the integration of artificial intelligence (AI) and machine learning (ML) technologies.

Data Integration 52

Data Integration IoT Cost-Benefit Data Quality 52

Ontotext

JULY 20, 2023

Whether it’s a chatbot, a voicebot, or an enterprise search, our knowledge-based Conversational AI platform enables personalized interactions to increase customer satisfaction and improve the efficiency of businesses. This means that conversations can be conducted directly in natural language on the basis of unstructured data.

Manufacturing 52

Manufacturing Unstructured Data Structured Data Modeling 52

Smart Data Collective

APRIL 5, 2022

Amazon SageMaker is a hardware accelerator platform that uses cloud-based machine learning technology. IBM Watson Studio is a very popular solution for handling machine learning and data science tasks. Companies working on AI technology can use it to improve scalability and optimize the decision-making process.

Cost-Benefit 123

Cost-Benefit Machine Learning Data Science Unstructured Data 123

Smart Data Collective

SEPTEMBER 26, 2019

A number of factors are driving growth in big data. Demand for big data is part of the reason for the growth, but the fact that big data technology is evolving is another. New software is making big data more viable than ever. Unstructured. Unstructured data lacks a specific format or structure.

Big Data 80

Big Data Software Unstructured Data Data Integration 80

Ontotext

MAY 17, 2019

Today, with the invention of the World Wide Web and the subsequent digitalization, we live in the Fourth Industrial Revolution where data, data exchange and cognitive computing are transforming all industries and services, including Life Sciences and Pharma. Ontotext’s Smart Pharma Search Solution .

Slice and Dice 76

Slice and Dice Unstructured Data Dashboards Optimization 76

Smart Data Collective

DECEMBER 21, 2020

Key benefits of AI include recognizing speech, identifying objects in an image, and analyzing natural or unstructured data forms. Customers are becoming more accustomed to interacting with AI in their day to day lives, even if they don’t always realize it. Capturing data from documents.

Insurance 135

Insurance Cost-Benefit Big Data Unstructured Data 135

Ontotext

MARCH 20, 2024

Unleashing the Power of Data Connections Zenia Graph isn’t just another data solution company. We are pioneers in knowledge graphs – a revolutionary technology that goes beyond simple data analytics, aggregation, and reporting.

Data-driven 52

Data-driven Strategy Sales Data Integration 52

CIO Business Intelligence

APRIL 22, 2022

What is data science? Data science is a method for gleaning insights from structured and unstructured data using approaches ranging from statistical analysis to machine learning. Given the current shortage of data science talent, many organizations are building out programs to develop internal data science talent.

Data Science 139

Data Science Statistics Machine Learning Visualization 139

datapine

NOVEMBER 19, 2019

Social BI indicates the process of gathering, analyzing, publishing, and sharing data, reports, and information. This is done using interactive Business Intelligence and Analytics dashboards along with intuitive tools to improve data clarity. What is Social Business Intelligence? However, collaborative BI helps in changing that.

Business Intelligence 146

Business Intelligence Knowledge Discovery Dashboards Unstructured Data 146

Smarten

JUNE 10, 2022

According to a West Monroe Partners’ survey, 68% of business and technology leaders surveyed don’t believe their competitors are leveraging data successfully. Self-Serve Business Intelligence that integrates data from disparate data sources and makes it available for mobile access. Smart Data Visualization.

Slice and Dice 52

Slice and Dice Analytics Key Performance Indicator Business Intelligence 52

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB. The future is hybrid data, embrace it.

IT 111

IT Data Architecture Unstructured Data Big Data 111

CIO Business Intelligence

APRIL 27, 2022

These new advertiser challenges caused the company to develop AI models to find creators and influencers who provide more authentic, natural and non-disruptive brand-to-customer interactions. Initially, BEN Group’s data science teams used cloud computing to develop and experiment with their AI models.

Modeling 52

Modeling Advertising Unstructured Data Cost-Benefit 52

IBM Big Data Hub

DECEMBER 4, 2023

This approach can accelerate speed-to-market by providing enhanced capabilities for developing innovative products and services, facilitating business growth and improving the overall customer experience in their interactions with the company.

Insurance 56

Insurance Digital Transformation Risk Management Interactive 56

datapine

JUNE 5, 2019

Learn all about data dashboards with our executive bite-sized summary! What Is A Data Dashboard? Without the existence of dashboards and dashboard reporting practices, businesses would need to sift through colossal stacks of unstructured data, which is both inefficient and time-consuming. They Are Interactive.

Dashboards 316

Dashboards KPI Sales Visualization 316

Cloudera

DECEMBER 11, 2020

Based in Germany, Merck KGaA is one of the leading science and technology companies, operating across healthcare, life science, and performance materials business areas. From advancing gene-editing technologies and discovering unique ways to treat the most challenging diseases, to enabling the intelligence of devices.

Data Lake 98

Data Lake Cost-Benefit Unstructured Data Data Governance 98

CIO Business Intelligence

JUNE 23, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB. But this is not your grandfather’s big data.

IT 90

IT Data Architecture Unstructured Data Big Data 90

AWS Big Data

AUGUST 15, 2023

With the release of the Amazon Athena data source connector for Google Cloud Storage (GCS), you can run queries within AWS to query data in Google Cloud Storage, which can be stored in relational, non-relational, object, and custom data sources, whether that be Parquet or comma-separated value (CSV) format.

Recreation/Entertainment 88

Recreation/Entertainment Unstructured Data Business Intelligence Data-driven 88

AWS Big Data

MARCH 25, 2024

AWS Glue can interact with streaming data services such as Kinesis Data Streams and Amazon MSK for processing and transforming CDC data. This data store provides your organization with the holistic customer records view that is needed for operational efficiency of RAG-based generative AI applications.

Data Lake 95

Data Lake Unstructured Data Management Modeling 95

Ontotext

DECEMBER 1, 2023

It enriched their understanding of the full spectrum of knowledge graph business applications and the technology partner ecosystem needed to turn data into a competitive advantage. Content and data management solutions based on knowledge graphs are becoming increasingly important across enterprises.

Metadata 78

Metadata Sales Consulting Enterprise 78