O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 339

Management Machine Learning Experimentation Metrics 339

AWS Big Data

MARCH 9, 2023

Amazon QuickSight is a fully managed, cloud-native business intelligence (BI) service that makes it easy to connect to your data, create interactive dashboards and reports, and share these with tens of thousands of users, either within QuickSight or embedded in your application or website. SDK Feature overview The QuickSight SDK v2.0

Slice and Dice 80

Slice and Dice Dashboards Analytics Interactive 80

Business Over Broadway

MAY 22, 2019

I was invited as a guest in a weekly tweet chat that is hosted by Annette Franz and Sue Duris. Also, loyalty leaders infuse analytics into CX programs, including machine learning, data science and data integration. Below is a list of topics, answers and articles in support of a recent Tweet Chat in which I was the guest.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

AWS Big Data

MAY 10, 2023

A write-back is the ability to update a data mart, data warehouse, or any other database backend from within BI dashboards and analyze the updated data in near-real time within the dashboard itself. AnyCompany wants to build a new dashboard with quote history data for analysis and business insights.

Dashboards 75

Dashboards Data Warehouse Visualization Data Processing 75

datapine

SEPTEMBER 27, 2022

With a MySQL dashboard builder , for example, you can connect all the data with a few clicks. A host of notable brands and retailers with colossal inventories and multiple site pages use SQL to enhance their site’s structure functionality and MySQL reporting processes. Viescas, Douglas J. Steele, and Ben J.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

CIO Business Intelligence

OCTOBER 18, 2023

So as a fundamental part of its goal to be data-driven, for example, the company is in the midst of implementing a platform that can host all analytical capabilities. Main technologies With a project of such magnitude, the technologies applied have been vast and varied.

Digital Transformation 114

Digital Transformation Insurance Interactive Sales 114

AWS Big Data

MAY 4, 2023

Amazon’s Open Data Sponsorship Program allows organizations to host free of charge on AWS. These datasets are distributed across the world and hosted for public use. System administrators have access to the built-in Dask dashboard exposed via an Elastic Load Balancer.

Data Processing 94

Data Processing Metadata Informatics Interactive 94

Cloudera

APRIL 6, 2022

AI requires good data and strong training algorithms, such as through machine learning, to make decisions about what data to send back to decision-makers. The goal is to use machine learning to extract features of relevance — such as browning crops, or rising waters — to plot change between images within seconds.

Big Data 103

Big Data Machine Learning Insurance Data Processing 103

AWS Big Data

MARCH 7, 2024

You can take all your data from various silos, aggregate that data in your data lake, and perform analytics and machine learning (ML) directly on top of that data. After you create an integration, you can start querying your data directly from OpenSearch Dashboards or the OpenSearch API.

Data Lake 113

Data Lake Analytics Dashboards Metrics 113

Smart Data Collective

MARCH 30, 2022

As you think of new names, check their availability on web hosting sites. Some of the most popular web hosting sites with databases on registered domain names include: Google Domains GoDaddy Bluehost GreenGeeks HostGator. Step #3 — Select an E-commerce Platform with a Great Analytics Dashboard.

Analytics 115

Analytics Cost-Benefit Testing Dashboards 115

CIO Business Intelligence

MAY 17, 2022

Ciena is also exploring the possibility of using voice authentication and hopes to leverage Amazon Quick Sight’s interactive business intelligence dashboards to spot patterns and outliers powered by AWS machine learning capabilities. But there is more work to do to fully automate cloud-based call centers, she adds. “At

Cost-Benefit 98

Cost-Benefit Interactive Machine Learning Digital Transformation 98

IBM Big Data Hub

AUGUST 16, 2023

The organization should also decide which cloud service type to utilize from three different options: IaaS (Infrastructure-as-a-Service) provides on-demand access to cloud-hosted physical and virtual servers, storage and networking—the backend IT infrastructure for running applications and workloads in the cloud.

Cost-Benefit 64

Cost-Benefit Data Processing Optimization Software 64

Cloudera

FEBRUARY 1, 2024

For a cloud-native data platform that supports data warehousing, data engineering, and machine learning workloads launched by potentially thousands of concurrent users, aspects such as upgrades, scaling, troubleshooting, backup/restore, and security are crucial. How does Cloudera support Day 2 operations?

Optimization 82

Optimization Measurement Testing Publishing 82

Laminar Security

DECEMBER 11, 2023

DDR is a data security solution that leverages artificial intelligence, machine learning, and behavioral analytics to monitor, detect, and respond to data activity across endpoints, networks, cloud, and applications. Does the solution provide a user-friendly interface and dashboard? How does DDR work?

Behavioral Analytics 55

Behavioral Analytics Machine Learning Risk Cost-Benefit 55

AWS Big Data

MAY 31, 2024

OpenSearch Serverless also supports OpenSearch Dashboards, which provides an intuitive interface for analyzing data. The workflow includes the following steps: The end-user accesses the CloudFront and Amazon S3 hosted movie search web application from their browser or mobile device. The user signs in with their credentials.

Metadata 107

Metadata Management Testing Data-driven 107

datapine

MARCH 31, 2022

On the flip side, if you enjoy diving deep into the technical side of things, with the right mix of skills for business intelligence you can work a host of incredibly interesting problems that will keep you in flow for hours on end. There’s A Wealth Of Choice. They can help a company forecast demand, or anticipate fraud.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

Alation

JULY 13, 2021

We have seen the COVID-19 pandemic accelerate the timetable of cloud data migration , as companies evolve from the traditional data warehouse to a data cloud, which can host a cloud computing environment. A rising demand for self-service analytics (over the reports and dashboards of old) is another factor. Pre-Migration Prep.

Strategy 52

Strategy Data mining Structured Data Data Governance 52

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. He leads the product initiatives for AI and machine learning (ML) on OpenSearch including OpenSearch’s vector database capabilities.

Visualization 92

Visualization Cost-Benefit Modeling Machine Learning 92

Rita Sallam

APRIL 2, 2023

The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms. Here is the link to Alteryx’s Data Science and Machine Learning Bake-Off video. We did two Bake-Offs this year. In 2000, the Netherlands had 8.5

Optimization 52

Optimization Machine Learning Insurance Risk 52

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. Prerequisites.

Machine Learning 90

Machine Learning Dashboards Data Processing Data Science 90

Rita Sallam

JUNE 2, 2023

The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms. Here is the link to Alteryx’s Data Science and Machine Learning Bake-Off video. In 2000, the Netherlands had 8.5

Optimization 52

Optimization Insurance Machine Learning Risk 52

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. After you review the cluster configuration, select the jump host as the target for the run command. zst`; do zstd -d $F; done rm *.zst

Data Processing 111

Data Processing Dashboards Machine Learning Management 111

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 today’s world, data warehouses are a critical component of any organization’s technology ecosystem.

Data Warehouse 56

Data Warehouse Cost-Benefit Unstructured Data Data Architecture 56

FineReport

APRIL 26, 2023

” This type of Analytics includes traditional query and reporting settings with scorecards and dashboards. The tool is designed to be intuitive, so even users with limited technical expertise can create reports and dashboards quickly and easily. Offers interactive and shared dashboards. Allows for batch processing.

Big Data 52

Big Data Data Analytics Analytics Cost-Benefit 52

AWS Big Data

JULY 14, 2023

QuickSight – QuickSight is a serverless, cloud-based BI and reporting service that brings data insights to your teams and end-users through machine learning (ML)-powered dashboards and data visualizations, which can be accessed via QuickSight or embedded in apps and portals that your users access.

Modeling 71

Modeling Visualization Reporting Measurement 71

AWS Big Data

FEBRUARY 7, 2024

Refer to How can I access OpenSearch Dashboards from outside of a VPC using Amazon Cognito authentication for a detailed evaluation of the available options and the corresponding pros and cons. The workflow consists of the following steps: The user navigates to the OpenSearch Dashboards URL in their browser.

Dashboards 82

Dashboards Data Processing Metadata Consulting 82

AWS Big Data

JULY 26, 2023

This could be what the use cases are (for example, ad hoc queries, dashboard, or troubleshooting), how much data to process (for example, 1 TB per day), what kinds of data, how many different data sources to pull from, how much data latency to accept to make it queryable (for example, 15 minutes), and so on.

Data Integration 72

Data Integration Snapshot Testing Visualization 72

Cloudera

JULY 24, 2023

data engineering pipelines, machine learning models). Some of these tools are open source, whereas others are not (e.g., for Workload Management, Log Search), increasing, as a result, the total cost of ownership for the custom platform.

Analytics 66

Analytics Testing Metrics Management 66

AWS Big Data

MARCH 2, 2023

We encourage you to further explore the features of the API Gateway WebSocket API to add in security using authorizers , view live invocations using dashboards, and expand the framework for more routes on action request. See the following code: def signed_get_url(event): s3 = boto3.client('s3', Let’s stay in touch via the GitHub repo.

Data Lake 76

Data Lake Testing Interactive Unstructured Data 76

Ontotext

NOVEMBER 22, 2020

Machine learning coupled with knowledge graphs is already collecting, categorizing, tagging and adding the needed structure to the endless (and useless) swathes of unstructured data. Multiple and varying ‘views’ of the data are now possible without modifying the data at its source and or the host system.

Metadata 72

Metadata Cost-Benefit Unstructured Data Technology 72

O'Reilly on Data

JANUARY 17, 2023

” If none of your models performed well, that tells you that your dataset–your choice of raw data, feature selection, and feature engineering–is not amenable to machine learning. All of this leads us to automated machine learning, or autoML. Is autoML the bait for long-term model hosting?

Machine Learning 333

Machine Learning Predictive Modeling Software Modeling 333

DataKitchen

APRIL 13, 2021

We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Dagster / ElementL — A data orchestrator for machine learning, analytics, and ETL. . Collaboration and Sharing.

Testing 300

Testing Machine Learning Consulting Data Quality 300

CIO Business Intelligence

JANUARY 20, 2023

BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts, and maps to provide users with detailed intelligence about the state of the business. Business intelligence examples Reporting is a central facet of BI and the dashboard is perhaps the archetypical BI tool.

Business Intelligence 140

Business Intelligence Dashboards Data mining OLAP 140

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 84

Enterprise Data Warehouse Snapshot Cost-Benefit 84

IBM Big Data Hub

APRIL 15, 2024

IBM Storage FlashSystem also offers inline data corruption detection through its new Flash Core Modules 4 (FCM4), which continuously monitors statistics gathered from every single I/O using machine learning models to early detect anomalies at block level.

Snapshot 97

Snapshot Machine Learning Interactive Statistics 97

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 134

Insurance Machine Learning Digital Transformation Cost-Benefit 134

AWS Big Data

MAY 7, 2024

This post explains how you can extend the governance capabilities of Amazon DataZone to data assets hosted in relational databases based on MySQL, PostgreSQL, Oracle or SQL Server engines. In a multi-account environment, the governance account will host the Amazon DataZone domain and the remaining accounts will be associated to it.

Metadata 75

Metadata Data Lake Data Processing Data-driven 75