Smart Data Collective

JUNE 14, 2022

Big data technology is disrupting almost every industry in the modern economy. Global businesses are projected to spend over $103 billion on big data by 2027. While many industries benefit from the growing use of big data, online businesses are among those most affected. Check Your Metrics.

Big Data 122

Big Data Data mining Metrics Sales 122

Smart Data Collective

DECEMBER 9, 2021

Big data technology has transformed the web design and e-commerce professions in recent years. Big data has been especially valuable in the field of user experience optimization. Big data has been especially valuable in the field of user experience optimization. Big Data is Vital to UX Design.

Big Data 145

Big Data Visualization Data-driven Optimization 145

AWS Big Data

FEBRUARY 13, 2024

AWS Glue has made this more straightforward with the launch of AWS Glue job observability metrics , which provide valuable insights into your data integration pipelines built on AWS Glue. This post, walks through how to integrate AWS Glue job observability metrics with Grafana using Amazon Managed Grafana. Choose Administration.

Metrics 124

Metrics Dashboards Visualization Key Performance Indicator 124

AWS Big Data

NOVEMBER 20, 2023

Today we are pleased to announce a new class of Amazon CloudWatch metrics reported with your pipelines built on top of AWS Glue for Apache Spark jobs. The new metrics provide aggregate and fine-grained insights into the health and operations of your job runs and the data being processed. workerUtilization showed 1.0

Metrics 123

Metrics Data Lake Cost-Benefit Dashboards 123

AWS Big Data

MARCH 29, 2024

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 128

Metrics Visualization Dashboards Publishing 128

Analytics Vidhya

NOVEMBER 25, 2022

Source:pixabay.com Introduction State-of-the-art machine learning models and artificially intelligent machines are made of complex processes like adjusting hyperparameters and choosing models that provide better accuracy and the metrics that govern this behavior. To achieve this result manually, many experiments using a lot of […].

Machine Learning 328

Machine Learning Metrics Data Science Publishing 328

datapine

MAY 14, 2019

“Big data is at the foundation of all the megatrends that are happening.” – Chris Lynch, big data expert. We live in a world saturated with data. Zettabytes of data are floating around in our digital universe, just waiting to be analyzed and explored, according to AnalyticsWeek. At present, around 2.7

Data Science 350

Data Science Machine Learning Big Data Data-driven 350

DataKitchen

APRIL 13, 2021

Piperr.io — Pre-built data pipelines across enterprise stakeholders, from IT to analytics, tech, data science and LoBs. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Genie — Distributed big data orchestration service by Netflix.

Testing 300

Testing Machine Learning Consulting Data Science 300

AWS Big Data

DECEMBER 27, 2024

The following table summarizes the metrics. Metric Amazon EMR 7.5 Metric Amazon EMR 7.5 times better Baseline In addition to the time-based metrics discussed so far, data from Spark event logs show that Amazon EMR scanned approximately 3.4 times less data from Amazon S3 and 4.1 Metric Amazon EMR 7.5

Cost-Benefit 105

Cost-Benefit Testing Metrics Optimization 105

O'Reilly on Data

MAY 1, 2019

James Burke asks if we can use data and predictive analytics to take the guesswork out of prediction. Cait O’Riordan discusses the North Star metric the Financial Times uses to drive subscriber growth. Making data science useful. Cassie Kozyrkov explains how organizations can extract more value from their data.

Advertising 218

Advertising Machine Learning Predictive Analytics Data Science 218

AWS Big Data

JANUARY 10, 2024

Amazon Managed Service for Apache Flink manages the underlying Apache Flink components that provide durable application state, metrics, logs, and more. We show you how to scale by using metrics such as CPU, memory, backpressure, or any custom metric of your choice.

Metrics 115

Metrics Management Snapshot IT 115

datapine

MARCH 25, 2019

Data analysis method focuses on strategic approaches to taking raw data, mining for insights that are relevant to the business’s primary goals, and drilling down into this information to transform metrics, facts, and figures into initiatives that benefit improvement. Visualize your data.

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

AWS Big Data

JANUARY 6, 2025

Refer to API Dimensions & Metrics for details. He has helped customers build scalable data warehousing and big data solutions for over 16 years. He has worked with building data warehouses and big data solutions for over 13 years. He loves to design and build efficient end-to-end solutions on AWS.

Analytics 98

Analytics Data Warehouse Big Data Metrics 98

AWS Big Data

NOVEMBER 3, 2023

In this post, we explore how to combine AWS Glue usage information and metrics with centralized reporting and visualization using QuickSight. You have metrics available per job run within the AWS Glue console, but they don’t cover all available AWS Glue job metrics, and the visuals aren’t as interactive compared to the QuickSight dashboard.

Metrics 113

Metrics Dashboards Metadata Visualization 113

AWS Big Data

DECEMBER 5, 2024

Solution overview The MSK clusters in Hydro are configured with a PER_TOPIC_PER_BROKER level of monitoring, which provides metrics at the broker and topic levels. These metrics help us determine the attributes of the cluster usage effectively. We then match these attributes to the relevant MSK metrics available.

Metrics 94

Metrics Dashboards Testing Optimization 94

IBM Big Data Hub

MARCH 14, 2024

One key advantage of opting for managed Kafka services is the delegation of responsibility for broker and operational metrics, allowing users to focus solely on metrics specific to applications. With Kafka, monitoring typically involves various metrics that are related to topics, partitions, brokers and consumer groups.

Metrics 83

Metrics Measurement Optimization Management 83

AWS Big Data

NOVEMBER 21, 2024

Amazon EMR is a cloud big data platform for petabyte-scale data processing, interactive analysis, streaming, and machine learning (ML) using open source frameworks such as Apache Spark , Presto and Trino , and Apache Flink. The following screenshot shows an example of these metrics.

Metrics 72

Metrics Machine Learning Strategy Big Data 72

Analytics Vidhya

MAY 17, 2023

By leveraging a machine learning algorithm and an importance-ranking metric, RFE evaluates each feature’s impact […] The post Recursive Feature Elimination: Working, Advantages & Examples appeared first on Analytics Vidhya.

Machine Learning 277

Machine Learning Metrics Analytics Data Science 277

AWS Big Data

AUGUST 21, 2023

In this post, we explore how to deploy Amazon CloudWatch metrics using an AWS CloudFormation template to monitor an OpenSearch Service domain’s storage and shard skew. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs. An OpenSearch Service domain. Choose Next.

Metrics 98

Metrics Testing Strategy Metadata 98

datapine

FEBRUARY 4, 2020

To get started, you might want to equip yourself with a marketing BI software to analyze all your data and easily build professional reports. Structure your metrics. As with any report you might need to create, structuring and implementing metrics that will tell an interesting and educational data-story is crucial in our digital age.

Reporting 280

Reporting Marketing Advertising Metrics 280

datapine

NOVEMBER 5, 2019

In fact, according to eMarketer, 40% of executives surveyed in a study focused on data-driven marketing, expect to “significantly increase” revenue. Not to worry – we’ll not only explain the link between big data and business performance but also explore real-life performance dashboard examples and explain why you need one (or several).

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

AWS Big Data

NOVEMBER 11, 2024

Monitor the solution To maintain the health of the log ingestion pipeline, there are several key areas to monitor: Kinesis Data Streams metrics – You should monitor the following metrics: FailedRecords – Indicates an issue in CloudWatch subscription filters writing to the Kinesis data stream.

Metadata 120

Metadata Metrics Analytics Data Processing 120

datapine

MAY 27, 2020

It is possible to structure data across a broad range of spreadsheets, but the final result can be more confusing than productive. By using an online dashboard , you will be able to gain access to dynamic metrics and data in a way that’s digestible, actionable, and accurate.

Reporting 245

Reporting Analytics Dashboards Sales 245

AWS Big Data

MARCH 25, 2025

Monitor replication Monitoring MSK Replicator is very important to make sure that replication of data is happening fast. This reduces the risk of data loss in case an unplanned failure occurs. Some important MSK Replicator metrics to monitor are ReplicationLatency , MessageLag , and ReplicatorThroughput.

Metrics 90

Metrics Testing Management Risk 90

Smart Data Collective

JUNE 21, 2023

We have talked about a number of the ways that business leaders are investing in big data technology and analytics. There are many reasons that the demand for big data in the human resources sector is growing so quickly HR professionals are using big data to make strategic decisions.

Data-driven 114

Data-driven Analytics Metrics Big Data 114

datapine

MARCH 8, 2021

We’ve delved into the impact of big data in healthcare. Healthcare reports can help reduce errors, enhance the acquisition of vital patient data, reduce needless expenditure, and improve healthcare processes exponentially. Now, we’re going to consider the importance of reporting in this noblest of industries.

Reporting 198

Reporting KPI Management Cost-Benefit 198

AWS Big Data

OCTOBER 30, 2024

It shows the aggregate metrics of the files that have been processed by a auto-copy job. Users can begin ingesting data to Redshift from Amazon S3 with simple SQL commands and gain access to the most up-to-date data without the need for third-party tools or custom implementation. Outside of work, he enjoys traveling and cooking.

Data Warehouse 105

Data Warehouse Sales Data Lake Recreation/Entertainment 105

Smart Data Collective

AUGUST 18, 2021

When applied to the hiring process, data analytics can help you strategically grow and manage your team with greater accuracy and success. More companies are using big data to create a stronger company culture. Moreover, big data can also improve talent retention by 56% and better clarify skills gaps by 50%.

Data Science 139

Data Science Management Big Data Metrics 139

AWS Big Data

JULY 29, 2024

In the era of big data, data lakes have emerged as a cornerstone for storing vast amounts of raw data in its native format. They support structured, semi-structured, and unstructured data, offering a flexible and scalable environment for data ingestion from multiple sources. The default output is log based.

Metadata 126

Metadata Snapshot Data Lake Metrics 126

datapine

OCTOBER 17, 2019

In essence, data reporting is a specific form of business intelligence that has been around for a while. However, the use of dashboards, big data, and predictive analytics is changing the face of this kind of reporting. And the junior marketing manager is going to be interested in different data than the head of marketing.

Reporting 263

Reporting Management Dashboards KPI 263

datapine

MAY 11, 2022

Digital data not only provides astute insights into critical elements of your business but if presented in an inspiring, digestible, and logical format, it can tell a tale that everyone within the organization can get behind. Data visualization methods refer to the creation of graphical representations of information. c) Pie charts.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

Smart Data Collective

JANUARY 4, 2023

Fortunately, big data and smart technology are helping hospitalists overcome these issues. Here are some fascinating ways data and smart technology are helping hospitalists. Big data and smart technology are helping hospitalists improve billing accuracy in many ways. Improving Billing Processes and Accuracy.

Technology 128

Technology Big Data Metrics Data-driven 128

Rocket-Powered Data Science

DECEMBER 16, 2018

So, you start by assuming a value for k and making random assumptions about the cluster means, and then iterate until you find the optimal set of clusters, based upon some evaluation metric. The above example (clustering) is taken from unsupervised machine learning (where there are no labels on the training data). What data do we have?

Machine Learning 203

Machine Learning Metrics Optimization Data Science 203

AWS Big Data

NOVEMBER 22, 2024

Furthermore, you can gain insights into the performance of your data transformations with detailed execution logs and metrics, all accessible through the dbt Cloud interface. Selman Ay is a Data Architect in the AWS Professional Services team.

Data Lake 99

Data Lake Data Warehouse Cost-Benefit Data Transformation 99

Smart Data Collective

JUNE 30, 2022

Modern marketing strategies rely heavily on big data. One study found that retailers that use big data have 2.7 Big data is even more important for companies that depend on social media marketing. His statement about the importance of big data in social media marketing is even more true today.

Data-driven 132

Data-driven Marketing Strategy Big Data 132

Smart Data Collective

FEBRUARY 1, 2023

Big data technology is driving major changes in the healthcare profession. In particular, big data is changing the state of nursing. Nursing professionals will need to appreciate the importance of big data and know how to use it effectively. Big data is especially important for the nursing sector.

Data Analytics 143

Data Analytics Analytics Big Data Internet of Things 143

AWS Big Data

OCTOBER 23, 2024

Amazon Redshift provides performance metrics and data so you can track the health and performance of your provisioned clusters, serverless workgroups, and databases. This will open the query plan in a tree view along with additional metrics on the side panel. For more information, refer to Amazon Redshift clusters.

Data Warehouse 105

Data Warehouse Metrics Broadcasting Dashboards 105