AWS Big Data

SEPTEMBER 10, 2024

With the launch of Amazon Redshift Serverless and the various provisioned instance deployment options , customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Amazon Redshift workloads. Amazon Redshift is a widely used, fully managed, petabyte-scale data warehouse service.

Testing 107

Testing Snapshot Data Warehouse Metrics 107

datapine

NOVEMBER 15, 2022

1) What Are Product Metrics? 2) Types Of Product Metrics. 3) Product Metrics Examples You Can Use. 4) Product Metrics Framework. The right product performance metrics will give you invaluable insights into its health, strength and weaknesses, potential issues or bottlenecks, and let you improve it greatly.

Metrics 141

Metrics KPI Measurement Dashboards 141

Occam's Razor

FEBRUARY 7, 2022

Since you're reading a blog on advanced analytics, I'm going to assume that you have been exposed to the magical and amazing awesomeness of experimentation and testing. Insights worth testing. The entire online experimentation canon is filled with landing page optimization type testing. Public relations.

Experimentation 103

Experimentation Testing Optimization Marketing 103

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. So, how can DirectX visualization improve your analytics and testing as a trader?

Visualization 133

Visualization Optimization Analytics Testing 133

CIO Business Intelligence

SEPTEMBER 15, 2023

From the CEO’s perspective, an optimized IT services portfolio maximizes cost efficiency, flexibility, and scalability. Highly optimized portfolios leverage outsourcing to ensure that commodity-based sourcing is offloaded to outsourcers, freeing up internal teams to focus on strategic projects that add value and effectively manage costs.

Optimization 111

Optimization IT Metrics Marketing 111

IBM Big Data Hub

JANUARY 24, 2024

To mitigate and prepare for such risks, penetration testing is a necessary step in finding security vulnerabilities that an attacker might use. What is penetration testing? A penetration test , or “pen test,” is a security test that is run to mock a cyberattack in action.

Testing 72

Testing Risk Reporting IoT 72

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. In the Code section, choose Test. Choose Next.

Metrics 95

Metrics Testing Strategy Metadata 95

AWS Big Data

APRIL 28, 2023

One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. In this post, we demonstrate a tactical approach to help you manage and reduce cost through monitoring and optimization techniques on top of your AWS Glue workloads. includes the new optimized Apache Spark 3.3.0

Optimization 108

Optimization Metrics Interactive Data Integration 108

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 Save & test.

Metrics 111

Metrics Dashboards Visualization Key Performance Indicator 111

datapine

SEPTEMBER 29, 2022

6) Data Quality Metrics Examples. Reporting being part of an effective DQM, we will also go through some data quality metrics examples you can use to assess your efforts in the matter. The data quality analysis metrics of complete and accurate data are imperative to this step. Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

Smart Data Collective

MAY 18, 2022

A high-quality testing platform easily integrates with all the data analytics and optimization solutions that QA teams use in their work and simplifies testing process, collects all reporting and analytics in one place, can significantly improve team productivity, and speeds up the release. This is not entirely true.

Testing 112

Testing Data Analytics Analytics Big Data 112

Smart Data Collective

JULY 9, 2023

One benefit is that they can help with conversion rate optimization. Understanding E-commerce Conversion Rates There are a number of metrics that data-driven e-commerce companies need to focus on. It is a crucial metric that provides priceless information about your website’s ability to transform visitors into paying customers.

Optimization 73

Optimization Data Analytics Analytics Data-driven 73

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

AWS Big Data

SEPTEMBER 27, 2024

We have launched job worker metrics in Amazon CloudWatch for EMR Serverless. This feature allows you to monitor vCPUs, memory, ephemeral storage, and disk I/O allocation and usage metrics at an aggregate worker level for your Spark and Hive jobs. This post is part of a series about EMR Serverless observability.

Dashboards 106

Dashboards Metrics Testing Optimization 106

datapine

JULY 3, 2019

Here, we’ll examine 18 essential KPIs for social media, explore the dynamics and demonstrate the importance of social metrics in the modern business age with the help of a KPI software , and, finally, wrapping up with tips on how to set KPIs and make the most of your social platforms. Let’s get going. What Are Social Media KPIs?

Metrics 219

Metrics KPI Strategy ROI 219

CIO Business Intelligence

OCTOBER 25, 2022

To remain resilient to change and deliver innovative experiences and offerings fast, organizations have introduced DevOps testing into their infrastructures. However, introducing DevOps to mainframe infrastructure can be nearly impossible for companies that do not adequately standardize and automate testing processes before implementation.

Testing 103

Testing Software Optimization Marketing 103

Smart Data Collective

AUGUST 16, 2021

Crazy Egg, Google Analytics, Voluum and other analytics tools make it a lot easier to create a well-optimized and profitable business. Pay attention to the following metrics in your analytics dashboard to help you achieve greater success with your store. This metric is the average number you have to put in to get new customers.

Metrics 132

Metrics Analytics Cost-Benefit Sales 132

Cloudera

JULY 21, 2022

Cloudera has partnered with Rill Data, an expert in metrics at any scale, as Cloudera’s preferred ISV partner to provide technical expertise and support services for Apache Druid customers. Deploying metrics shouldn’t be so hard. Highly optimized time series queries. Intuitive metrics, simple design. Min/Max values.

Metrics 85

Metrics Slice and Dice Data Warehouse Dashboards 85

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. micro, remember to monitor its performance using the recommended metrics to maintain optimal operation.

Metadata 80

Metadata Cost-Benefit Metrics Optimization 80

AWS Big Data

OCTOBER 25, 2024

Gaining granular visibility into application-level costs on Amazon EMR on Amazon Elastic Compute Cloud (Amazon EC2) clusters presents an opportunity for customers looking for ways to further optimize resource utilization and implement fair cost allocation and chargeback models. It can be modified to use vcoreSeconds instead if necessary.

Metrics 85

Metrics Cost-Benefit Reporting Optimization 85

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded.

Marketing 363

Marketing Experimentation Metrics Testing 363

Jedox

JUNE 24, 2021

Typical metrics such as impressions, unique website visitors, raw and qualified leads, sales growth, sales target and target achievement, customer acquisition costs, customer churn rate, sales cycle length are among the ever-growing list of marketing metrics becoming commonly used. The evolution of marketing data.

Sales 98

Sales Marketing Optimization Metrics 98

CIO Business Intelligence

OCTOBER 30, 2024

To help your brand stay ahead, we’ve gathered some tips directly from Quantum Metric customers, who represent 40% of the worldwide internet users. Canadian Tire worked with Quantum Metric to optimize promo codes to drive a 40% increase in online sales. Monitor payment success rates, and set alerts for spikes in payment failures.

Key Performance Indicator 69

Key Performance Indicator Metrics Sales Testing 69

AWS Big Data

JULY 27, 2023

With the launch of Amazon Redshift Serverless and the various deployment options Amazon Redshift provides (such as instance types and cluster sizes), customers are looking for tools that help them determine the most optimal data warehouse configuration to support their Redshift workload.

Testing 70

Testing Data Warehouse Data Processing Snapshot 70

AWS Big Data

SEPTEMBER 5, 2024

A more advanced method is to combine traditional inverted-index(BM25) based retrieval, but this approach requires spending a considerable amount of time customizing lexicons, synonym dictionaries, and stop-word dictionaries for optimization. load(split="test") ingest_dataset(corpus, aos_client=aos_client, index_name=index_name) 3.

Metrics 105

Metrics Testing Experimentation Modeling 105

DataKitchen

SEPTEMBER 21, 2023

L1 is usually the raw, unprocessed data ingested directly from various sources; L2 is an intermediate layer featuring data that has undergone some form of transformation or cleaning; and L3 contains highly processed, optimized, and typically ready for analytics and decision-making processes.

Testing 173

Testing Data Quality Predictive Modeling Metrics 173

AWS Big Data

MARCH 11, 2024

This means that cost-optimization exercises can happen at any time—they no longer need to happen in the planning phase. These scalable properties of Apache Flink can be key to optimizing your cost in the cloud. With Managed Service for Apache Flink, you can add and remove compute with the click of a button.

Management 109

Management Snapshot Metrics Cost-Benefit 109

DataKitchen

APRIL 13, 2021

Testing and Data Observability. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Testing and Data Observability. Production Monitoring and Development Testing.

Testing 304

Testing Machine Learning Consulting Data Quality 304

Domino Data Lab

MARCH 3, 2021

Leading Metrics Think of these as a good sign that the actions and activities you’re taking will lead to a positive outcome. This gives us real metrics with which to identify the performance of models. How to create clear, concise metrics to set clearer expectations. Good metrics should comprise the following.

Metrics 93

Metrics Modeling Data Science Sales 93

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? As with any other business out there, agencies manage big amounts of data in the form of surveys, social media metrics, website performance, or any other information related to their client’s goals. Your Chance: Want to test a powerful agency analytics software?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

CIO Business Intelligence

OCTOBER 24, 2024

DEX best practices, metrics, and tools are missing Nearly seven in ten (69%) leadership-level employees call DEX an essential or high priority in Ivanti’s 2024 Digital Experience Report: A CIO Call to Action , up from 61% a year ago. Most IT organizations lack metrics for DEX.

IT 89

IT Metrics Cost-Benefit Measurement 89

Occam's Razor

APRIL 8, 2013

To win in business you need to follow this process: Metrics > Hypothesis > Experiment > Act. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

AWS Big Data

SEPTEMBER 11, 2024

The application supports custom workflows to allow demand and supply planning teams to collaborate, plan, source, and fulfill customer orders, then track fulfillment metrics via persona-based operational and management reports and dashboards.

Data Architecture 95

Data Architecture Optimization Data Warehouse Metadata 95

O'Reilly on Data

JUNE 15, 2023

If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved. The creators of generative AI systems and Large Language Models already have tools for monitoring, modifying, and optimizing them.

Metrics 288

Metrics Reporting Measurement Finance 288

datapine

FEBRUARY 10, 2021

Likes, comments, shares, reach, CTR, conversions – all have become extremely significant to optimize and manage regularly in order to grow in our competitive digital environment. Your Chance: Want to test a social media dashboard software for free? Your Chance: Want to test a social media dashboard software for free?

Dashboards 193

Dashboards Scorecard KPI Metrics 193

AWS Big Data

MARCH 19, 2024

In this post, we will discuss two strategies to scale AWS Glue jobs: Optimizing the IP address consumption by right-sizing Data Processing Units (DPUs), using the Auto Scaling feature of AWS Glue, and fine-tuning of the jobs. Now let us look at the first solution that explains optimizing the AWS Glue IP address consumption.

Optimization 101

Optimization Data-driven Management Testing 101