AWS Big Data

MARCH 25, 2024

Amazon MSK Connect is a fully managed service for Apache Kafka Connect. MSK Connect now supports the ability to delete MSK Connect worker configurations, tag resources, and manage worker configurations and custom plugins using AWS CloudFormation. Each worker is comprised of a set of tasks that copy the data in parallel.

Management 81

Management Metadata Reporting Big Data 81

AWS Big Data

DECEMBER 21, 2023

As the volume and complexity of analytics workloads continue to grow, customers are looking for more efficient and cost-effective ways to ingest and analyse data. OpenSearch Service is used for multiple purposes, such as observability, search analytics, consolidation, cost savings, compliance, and integration.

Analytics 94

Analytics IT Data Lake Visualization 94

AWS Big Data

JULY 17, 2023

In this post, we show how to build a log ingestion pipeline using the new Amazon OpenSearch Ingestion , a fully managed data collector that delivers real-time log and trace data to Amazon OpenSearch Service domains. They use OpenSearch Service to monitor web access and identify possible root causes to error logs of type 4xx and 5xx.

Management 74

Management Analytics Data Processing Metrics 74

AWS Big Data

MARCH 27, 2024

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. Cost Cloud services operate on a pay-as-you-go model, and estimating costs accurately can be challenging during a POC.

Testing 98

Testing Data Warehouse Metrics Cost-Benefit 98

CIO Business Intelligence

FEBRUARY 10, 2023

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. from 2022 to 2028. As such it can help adopters find ways to save and earn money.

Predictive Analytics 145

Predictive Analytics Analytics Predictive Modeling Forecasting 145

AWS Big Data

MARCH 13, 2024

Many organizations around the world rely on the use of physical assets, such as vehicles, to deliver a service to their end-customers. Data analytics – Business analysts gather operational insights from multiple data sources, including the location data collected from the vehicles. The ingestion approach is not in scope of this post.

Analytics 92

Analytics IoT Metadata Internet of Things 92

AWS Big Data

APRIL 22, 2024

Amazon Managed Workflow for Apache Airflow (Amazon MWAA) is a managed service that allows you to use a familiar Apache Airflow environment with improved scalability, availability, and security to enhance and scale your business workflows without the operational burden of managing the underlying infrastructure. and process_s3_data.py

Data-driven 102

Data-driven Management Cost-Benefit Testing 102

Cloudera

JULY 24, 2023

In their effort to reduce their technology spend, some organizations that leverage open source projects for advanced analytics often consider either building and maintaining their own runtime with the required data processing engines or retaining older, now obsolete, versions of legacy Cloudera runtimes (CDH or HDP).

Analytics 65

Analytics Testing Metrics Management 65

AWS Big Data

FEBRUARY 16, 2024

They are looking to further enhance their security posture where they can enforce access policies on their data lakes based on Amazon Simple Storage Service (Amazon S3). The solution consists of the following steps: Create a Redshift cluster in a private subnet network configuration: Enable enhanced VPC routing for your Redshift cluster.

Data Lake 95

Data Lake Data Warehouse Testing Business Objectives 95

AWS Big Data

JANUARY 8, 2024

It aims to provide a framework to create low-latency streaming applications on the AWS Cloud using Amazon Kinesis Data Streams and AWS purpose-built data analytics services. Kinesis Data Streams has native integrations with other AWS services such as AWS Glue and Amazon EventBridge to build real-time streaming applications on AWS.

Analytics 111

Analytics IoT Data-driven Snapshot 111

Cloudera

OCTOBER 30, 2023

The legacy IT infrastructure to run the business operations — mainly data centers — has a deadline to shift to cloud-based services. Agility, innovation, and time-to-value are the key differentiators cloud service providers (CSP) claim to help organizations speed up digital transformation projects and business objectives.

Analytics 74

Analytics Cost-Benefit ROI Business Objectives 74

Smart Data Collective

FEBRUARY 14, 2023

Data analytics technology has played a huge role in the future of small businesses. One study from March 2020 showed that 67% of small businesses spend over $10,000 a year on data analytics. The furniture industry is among those relying more heavily on data analytics. This may involve understanding Google Analytics.

Data Analytics 117

Data Analytics Analytics Advertising Sales 117

AWS Big Data

FEBRUARY 27, 2024

Amazon OpenSearch Serverless is an on-demand auto scaling configuration for Amazon OpenSearch Service. Customers prefer to let the service manage its capacity automatically rather than having to manually provision capacity. You will use OSI with OpenSearch Service as source and an OpenSearch Serverless collection as sink.

Metadata 93

Metadata Data Processing Dashboards IoT 93

AWS Big Data

AUGUST 16, 2023

Automated Data Analytics (ADA) on AWS is an AWS solution that enables you to derive meaningful insights from data in a matter of minutes through a simple and intuitive user interface. ADA offers an AWS-native data analytics platform that is ready to use out of the box by data analysts for a variety of use cases.

Data Analytics 74

Data Analytics Analytics Visualization Software 74

AWS Big Data

MARCH 8, 2024

Unsupervised machine learning analytics has emerged as a powerful tool for anomaly detection in today’s data-rich landscape, especially with the growing volume of machine-generated data. Let’s look at a use case showing an OpenSearch Ingestion configuration YAML for in-stream anomaly detection. Create a collection.

Data Processing 96

Data Processing Risk Management Machine Learning Big Data 96

AWS Big Data

APRIL 24, 2024

Starting from release 6.14, Amazon EMR Studio supports interactive analytics on Amazon EMR Serverless. EMR Studio is an integrated development environment (IDE) that makes it straightforward for data scientists and data engineers to develop, visualize, and debug analytics applications written in PySpark, Python, and Scala.

Interactive 80

Interactive Visualization Big Data Management 80

AWS Big Data

APRIL 12, 2024

The sources of this data, such as clickstream events, change data capture (CDC), application and service logs, and Internet of Things (IoT) data streams are proliferating. Snowpipe is suitable for file ingestion (batching) use cases, such as loading large files from Amazon Simple Storage Service (Amazon S3) to Snowflake.

Data Architecture 90

Data Architecture IoT Internet of Things Recreation/Entertainment 90

AWS Big Data

MARCH 21, 2024

AWS offers multiple serverless services like Amazon Managed Streaming for Apache Kafka (Amazon MSK), Amazon Data Firehose , Amazon DynamoDB , and AWS Lambda that scale automatically depending on your needs. You’re responsible for managing thousands of modems for an internet service provider deployed across multiple geographies.

Data Lake 94

Data Lake Management Modeling Optimization 94

AWS Big Data

AUGUST 29, 2023

Amazon OpenSearch Serverless is a serverless deployment option for Amazon OpenSearch Service that makes it simple for you to run search and analytics workloads without having to think about infrastructure management. Customers can configure maximum OCU limits in their AWS account to control costs.

Insurance 77

Insurance Big Data Metrics Business Intelligence 77

AWS Big Data

JUNE 1, 2023

Amazon Kinesis Data Analytics for Apache Flink is a fully managed service that enables you to use an Apache Flink application to process streaming data. In this blog post, we demonstrate how you can use DJL within Kinesis Data Analytics for Apache Flink for real-time machine learning inference. access.key= s3.secret.key=

Deep Learning 62

Deep Learning Data Analytics Analytics Machine Learning 62

Smart Data Collective

NOVEMBER 16, 2021

While text analytics and mining remain fledgling technologies, they are already helping businesses in numerous impressive ways. However, text analytics can help in numerous ways, not least real-time protection. Text analytics will also become a crucial component of most CRM systems. Boosting Cybersecurity. Public Relations.

Analytics 119

Analytics Unstructured Data Data Collection Software 119

AWS Big Data

APRIL 25, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that you can use to set up and operate data pipelines in the cloud at scale. The Airflow logs are logged in Amazon CloudWatch , and alerts can be configured for monitoring tasks. Choose Open Airflow UI to view the Airflow UI.

Metadata 72

Metadata Data Processing Management Testing 72

Smart Data Collective

MAY 18, 2022

Data analytics is an invaluable part of the modern product development process. Advances in data analytics have raised the bar with QA standards. Companies need to invest in higher quality data analytics solutions to make the most of their QA methodologies. The right data analytics algorithms help with all of these steps.

Testing 108

Testing Data Analytics Analytics Big Data 108

CIO Business Intelligence

AUGUST 25, 2023

Hot Melt Optimization employs a proprietary data collection method using proprietary sensors on the assembly line, which, when combined with Microsoft’s predictive analytics and Azure cloud for manufacturing, enables P&G to produce perfect diapers by reducing loss due to damage during the manufacturing process.

Predictive Analytics 98

Predictive Analytics IoT Manufacturing Analytics 98

AWS Big Data

JANUARY 17, 2024

With the launch of the neural search feature for Amazon OpenSearch Service in OpenSearch 2.9, We recommend configuring AI/ML connectors to AWS AI and ML services (such as Amazon SageMaker or Amazon Bedrock ) or third-party alternatives. To use neural search, you must set up an ML model. Starting with version 2.9

Dashboards 95

Dashboards Data Processing Modeling Machine Learning 95

AWS Big Data

JANUARY 2, 2024

More specifically, we show how to run Kinesis Agent as a sidecar container for an application running in Amazon Elastic Container Service (Amazon ECS). After the data is in Kinesis Data Firehose, it can be sent to any supported destination , such as Amazon Simple Storage Service (Amazon S3). southeast-2.amazonaws.com", southeast-2.amazonaws.com",

Testing 92

Testing Data Processing Metrics Publishing 92

CIO Business Intelligence

APRIL 18, 2024

It is a cross-cutting layer that ensures a consistent experience for acquiring and integrating typical capabilities and services for a broad set of applications and use cases. A platform not only runs that software, but it manages the services your apps need. Platforms support the software you’ve built to run your business.

Cost-Benefit 105

Cost-Benefit Software Recreation/Entertainment Insurance 105

AWS Big Data

OCTOBER 18, 2023

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Today, tens of thousands of AWS customers—from Fortune 500 companies, startups, and everything in between—use Amazon Redshift to run mission-critical business intelligence (BI) dashboards, analyze real-time streaming data, and run predictive analytics.

Snapshot 82

Snapshot Management Data Warehouse Dashboards 82

AWS Big Data

JUNE 15, 2023

Challenges facing these programs include complex data sharing rules and distributed analytics approaches, across networks of data providers. MENDS and MDPHnet, for example, run analytics at the organization level without deduplicating across sites. AWS Clean Rooms is a stateless service; it doesn’t store the data.

Metadata 87

Metadata Dashboards Risk Statistics 87

Cloudera

JANUARY 19, 2024

Getting started with the SQL AI Assistant Later in this blog we will walk you through the steps of how to configure your Cloudera environment to use the SQL AI Assistant with your supported LLM of choice. The model can run locally, be hosted on CML infra or in the infrastructure of a trusted service provider.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

AWS Big Data

AUGUST 31, 2023

Amazon OpenSearch Serverless provides the search and analytical functionality of OpenSearch without the manual overhead of configuring, managing, and scaling OpenSearch clusters. This configuration will get you started with OpenSearch Serverless. Create an encryption policy. Create an OpenSearch Serverless collection.

Dashboards 102

Dashboards Management Software Analytics 102

AWS Big Data

MARCH 18, 2024

Amazon Managed Service for Apache Flink , which offers a fully managed, serverless experience in running Apache Flink applications, now supports Apache Flink 1.18.1 , the latest version of Apache Flink at the time of writing. This connector is compatible with Amazon OpenSearch Service provisioned and OpenSearch Service Serverless.

Management 97

Management Snapshot Broadcasting Optimization 97

Sisense

APRIL 15, 2021

Analytics is the future. But just as you’re getting a handle on your analytics program, you start hearing about “augmented analytics,” and now you’re worried you need to adopt that too to stay competitive in an evolving world. The good news is that augmented analytics will make your life a lot easier!

Analytics 98

Analytics Data Science Modeling Machine Learning 98

AWS Big Data

AUGUST 11, 2023

Customers are implementing data and analytics workloads in the AWS Cloud to optimize cost. Services like Amazon EMR focus on offering you flexibility to support data processing workloads at scale using frameworks you’re accustomed to. This post is written in collaboration with Elijah Ball from Ontraport.

Data Processing 95

Data Processing Cost-Benefit Optimization Interactive 95

AWS Big Data

NOVEMBER 7, 2023

Amazon OpenSearch Service securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like application monitoring, log analytics, observability, and website search. In this post, we talk about new configurable dashboards tenant properties. to configure tenancy properties.

Dashboards 66

Dashboards Visualization Data-driven Management 66

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.

Slice and Dice 78

Slice and Dice Dashboards Analytics Interactive 78

AWS Big Data

SEPTEMBER 25, 2023

Each workload type has different resource needs and different service-level agreements (SLAs). Amazon Redshift workload management (WLM) helps you maximize query throughput and get consistent performance for the most demanding analytics workloads by optimally using the resources of your existing data warehouse.

Management 93

Management Data Warehouse Metrics Dashboards 93