AWS Big Data

NOVEMBER 11, 2024

For agent-based solutions, see the agent-specific documentation for integration with OpenSearch Ingestion, such as Using an OpenSearch Ingestion pipeline with Fluent Bit. This includes adding common fields to associate metadata with the indexed documents, as well as parsing the log data to make data more searchable.

Metadata 118

Metadata Metrics Analytics Data Processing 118

CIO Business Intelligence

NOVEMBER 1, 2024

Several co-location centers host the remainder of the firm’s workloads, and Marsh McLellan’s big data centers will go away once all the workloads are moved, Beswick says. The team opted to build out its platform on Databricks for analytics, machine learning (ML), and AI, running it on both AWS and Azure.

IT 105

IT Insurance Consulting Risk 105

AWS Big Data

NOVEMBER 27, 2024

Within seconds of transactional data being written into Amazon Aurora (a fully managed modern relational database service offering performance and high availability at scale), the data is seamlessly made available in Amazon Redshift for analytics and machine learning. If it failed, check your Amazon Redshift settings and credentials.

Data Warehouse 104

Data Warehouse Analytics Testing Sales 104

CIO Business Intelligence

DECEMBER 11, 2024

Digital transformation started creating a digital presence of everything we do in our lives, and artificial intelligence (AI) and machine learning (ML) advancements in the past decade dramatically altered the data landscape. Now, mature organizations implement cybersecurity broadly using DevSecOps practices.

Management 111

Management Data Governance Data Science Reporting 111

datapine

DECEMBER 11, 2019

SaaS is less robust and less secure than on-premises applications: Despite some SaaS-based teething problems or technical issues reported by the likes of Google, these occurrences are incredibly rare with software as a service applications – and there hasn’t been one major compromise of a SaaS operation documented to date. 2) Vertical SaaS.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

Smart Data Collective

MAY 31, 2022

Machine learning and artificial intelligence (AI) have certainly come a long way in recent times. Towards Data Science published an article on some of the biggest developments in machine learning over the past century. A number of new applications are making machine learning technology more robust than ever.

Machine Learning 128

Machine Learning Cost-Benefit Data Processing Metrics 128

AWS Big Data

FEBRUARY 7, 2025

You can use the flexible connector framework and search flow pipelines in OpenSearch to connect to models hosted by DeepSeek, Cohere, and OpenAI, as well as models hosted on Amazon Bedrock and SageMaker. Alternately, you can follow the Boto 3 documentation to make sure you use the right credentials.

Data Processing 69

Data Processing Dashboards Modeling Statistics 69

AWS Big Data

MARCH 13, 2024

RAG is a machine learning (ML) architecture that uses external documents (like Wikipedia) to augment its knowledge and achieve state-of-the-art results on knowledge-intensive tasks. We introduce the integration of Ray into the RAG contextual document retrieval mechanism. Open the CreateRayCluster document.

Data Processing 130

Data Processing Dashboards Machine Learning Metrics 130

CIO Business Intelligence

JUNE 26, 2024

Stanford Medicine Children’s Health, the University of Miami Health System, and Atlantic Health have all moved forward with projects in the areas of precision medicine, machine learning, ambient documentation, and more. Because the algorithm requires considerable processing resources, the team decided to host it in the cloud.

Data Processing 134

Data Processing Interactive Machine Learning Technology 134

CIO Business Intelligence

MAY 28, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 145

Insurance Machine Learning Digital Transformation Cost-Benefit 145

AWS Big Data

SEPTEMBER 12, 2024

In this blog post, we will highlight how ZS Associates used multiple AWS services to build a highly scalable, highly performant, clinical document search platform. We developed and host several applications for our customers on Amazon Web Services (AWS).

Unstructured Data 111

Unstructured Data Metadata Machine Learning Consulting 111

CIO Business Intelligence

JUNE 18, 2024

Dell Technologies categorized genAI use-cases into six buckets , namely Content Creation, Natural Language Search, Code Generation, Digital Assistant, Design and Data Creation, and Document Automation. Equipped with machine learning capabilities, Digital Assistants can even personalize conversations.

Data-driven 119

Data-driven Cost-Benefit Data Processing Machine Learning 119

Smart Data Collective

OCTOBER 11, 2020

We talked about the use of machine learning and big data in web development. However, there are other machine learning algorithms that can be used for design platforms. Machine learning has changed the nature of online platforms. The User Interface.

Machine Learning 141

Machine Learning Big Data Software Data Processing 141

Smart Data Collective

MAY 17, 2021

Legacy solutions might have used paper trails and documents, but that same information is now digital. Big data solutions are often created and supported using various technologies from IIoT to machine learning and AI. There are also a host of new challenges, the pandemic being only one of them.

Big Data 132

Big Data Cost-Benefit IoT Machine Learning 132

CIO Business Intelligence

SEPTEMBER 30, 2024

Like many organizations, Indeed has been using AI — and more specifically, conventional machine learning models — for more than a decade to bring improvements to a host of processes. Asgharnia and his team built the tool and host it in-house to ensure a high level of data privacy and security.

Machine Learning 141

Machine Learning ROI Data Processing Optimization 141

CIO Business Intelligence

JUNE 11, 2024

Arnal Dayaratna, research vice president for software development at IDC, said the move to connect to models hosted by AWS and Google marks a notable step forward in deepening the integration of generative AI capabilities into the company’s platform.

Data Governance 119

Data Governance Modeling Data Processing Machine Learning 119

CIO Business Intelligence

JUNE 26, 2023

Between the host of regulations introduced in the wake of the 2009 subprime mortgage crisis, the emergence of thousands of fintech startups, and shifting consumer preferences for digital payments banking, financial services companies have had plenty of change to contend with over the past decade.

Data-driven 98

Data-driven Insurance Risk Risk Management 98

Domino Data Lab

SEPTEMBER 9, 2019

Data science teams in industry must work with lots of text, one of the top four categories of data used in machine learning. Next, let’s run a small “document” through the natural language parser: In [2]: text = "The rain in Spain falls mainly on the plain."? doc = nlp(text)?? for token in doc:?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

AWS Big Data

AUGUST 21, 2023

Lexical search looks for words in the documents that appear in the queries. For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word.

Data Processing 98

Data Processing Visualization Experimentation Metrics 98

Smart Data Collective

DECEMBER 19, 2022

Patients’ diagnoses and treatments are documented with medical codes in clinics, hospitals, and physician’s offices. Ensure the confidentiality and security of patient information (cloud hosting services can be much more secure). Analyze and reassess patient records and documents. Patient Registration. RXNT Software.

Software 131

Software Technology Insurance Cost-Benefit 131

Cloudera

APRIL 21, 2021

We started by looking at the CDP Upgrade Documentation paying particular attention to Requirements and Supported Versions and the Pre-upgrade Transition Steps , which call out the parts of the product that have changed the most. The workloads that had issues after our upgrade were the ones that were poorly documented or understood.

Testing 121

Testing Data Processing Interactive Data Warehouse 121

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. Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word.

Visualization 116

Visualization Cost-Benefit Modeling Machine Learning 116

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 115

Dashboards Data Processing Modeling Machine Learning 115

DataRobot

NOVEMBER 16, 2021

Many organizations, including state and local governments, are dipping their toes into machine learning (ML) and artificial intelligence (AI). Evaluating machine learning model health manually is very time-consuming and distracts resources from model development. What is MLOps? Issues with Monitoring.

Cost-Benefit 98

Cost-Benefit Machine Learning Modeling Data Processing 98

Cloudera

OCTOBER 31, 2023

Our vision is built on two pillars: Build AI with Cloudera, powered by generative AI on AWS: Enable customers to build AI applications rapidly and cost-effectively by building capabilities and integrations between Cloudera Machine Learning and generative AI on AWS.

Machine Learning 104

Machine Learning Cost-Benefit Modeling Interactive 104

CIO Business Intelligence

APRIL 9, 2024

Previously head of cybersecurity at Ingersoll-Rand, Melby started developing neural networks and machine learning models more than a decade ago. I was literally just waiting for commercial availability [of LLMs] but [services] like Azure Machine Learning made it so you could easily apply it to your data.

Digital Transformation 105

Digital Transformation Machine Learning Data Lake Software 105

CIO Business Intelligence

MAY 27, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 98

Insurance Machine Learning Digital Transformation Cost-Benefit 98

Cloudera

MAY 23, 2024

Information is often redundant and analyzing data requires combining across multiple formats, including written documents, streamed data feeds, audio and video. Ollama provides optimization and extensibility to easily set up private and self-hosted LLMs, thereby addressing enterprise security and privacy needs.

Management 80

Management Metrics Data Processing Machine Learning 80

CIO Business Intelligence

JULY 31, 2024

Data is at the heart of everything we do today, from AI to machine learning or generative AI. A significant Copilot use case has been finding documents. That’s what we’re running our AI and our machine learning against. This work is not new to Dow. Patents are another key area for gen AI.

Manufacturing 122

Manufacturing Cost-Benefit Digital Transformation Forecasting 122

CIO Business Intelligence

FEBRUARY 10, 2023

Deploying new data types for machine learning Mai-Lan Tomsen-Bukovec, vice president of foundational data services at AWS, sees the cloud giant’s enterprise customers deploying more unstructured data, as well as wider varieties of data sets, to inform the accuracy and training of ML models of late.

Unstructured Data 105

Unstructured Data Data Lake Machine Learning Enterprise 105

IBM Big Data Hub

SEPTEMBER 7, 2023

Today we are announcing our latest addition: a new family of IBM-built foundation models which will be available in watsonx.ai , our studio for generative AI, foundation models and machine learning. Collectively named “Granite,” these multi-size foundation models apply generative AI to both language and code.

Modeling 101

Modeling Risk Unstructured Data Enterprise 101

Cloudera

AUGUST 28, 2023

In the following section, we are going to walk you through our newest Applied Machine Learning Prototype (AMP), “LLM Chatbot Augmented with Enterprise Data”. In Cloudera Machine Learning (CML), you can select and deploy a complete ML project from the AMP catalog with a single click. V100, A100, T4 GPUs).

Enterprise 76

Enterprise Machine Learning Modeling Data Processing 76

AWS Big Data

FEBRUARY 7, 2024

Create an Amazon Route 53 public hosted zone such as mydomain.com to be used for routing internet traffic to your domain. For instructions, refer to Creating a public hosted zone. Request an AWS Certificate Manager (ACM) public certificate for the hosted zone. hosted_zone_id – The Route 53 public hosted zone ID.

Dashboards 105

Dashboards Data Processing Metadata Consulting 105

datapine

JANUARY 21, 2020

Artificial intelligence and machine-learning algorithms used in those kinds of tools can foresee future values, identify patterns and trends, and automate data alerts. Another crucial factor to consider is the possibility to utilize real-time data. Another crucial factor to consider is the possibility to utilize real-time data.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

AWS Big Data

JUNE 18, 2024

Text embeddings capture document semantics, while image embeddings capture visual attributes that help you build rich image search applications. In addition, OpenSearch Service supports neural search , which provides out-of-the-box machine learning (ML) connectors.

Dashboards 116

Dashboards Metadata Modeling Visualization 116

CIO Business Intelligence

AUGUST 30, 2022

When a large organization depends on a highly customized ERP system, any change invites a host of potential perils from go-live failures to endless testing cycles. Phase four, “Automate”, introduces new technologies, such as machine learning and AI, to increase intelligence or add new functionalities to existing solutions.

Recreation/Entertainment 98

Recreation/Entertainment IT Finance Strategy 98

CIO Business Intelligence

SEPTEMBER 2, 2022

When a large organization depends on a highly customized ERP system, any change invites a host of potential perils from go-live failures to endless testing cycles. Phase four, “Automate”, introduces new technologies, such as machine learning and AI, to increase intelligence or add new functionalities to existing solutions.

Recreation/Entertainment 97

Recreation/Entertainment IT Finance Strategy 97