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

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. Sign in to your workspace.

Metrics 96

Metrics Dashboards Visualization Key Performance Indicator 96

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. One federated query gathers AWS Glue metric data from Amazon CloudWatch metrics; the other gathers data from the DynamoDB table where Lambda writes the AWS Glue job metadata it’s collecting.

Metrics 85

Metrics Dashboards Metadata Visualization 85

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 93

Metrics Data Lake Cost-Benefit Dashboards 93

CIO Business Intelligence

JANUARY 3, 2023

In October, the league, with partner SAP, launched NHL Venue Metrics, a sustainability platform that teams and their venue partners can use for data collection, validation, and reporting and insights. Sustainability is all about innovation and business optimization. SAP is the technical lead on NHL Venue Metrics.

Metrics 142

Metrics Measurement Recreation/Entertainment Data Collection 142

FineReport

APRIL 24, 2024

What is Data Visualization Understanding the Concept Data visualization, in simple terms, refers to the presentation of data in a visual format. By utilizing visual elements, data visualization allows individuals to grasp difficult concepts or identify new patterns within the data.

Visualization 52

Visualization Dashboards Interactive Key Performance Indicator 52

DataKitchen

MARCH 16, 2023

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

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

AWS Big Data

JUNE 27, 2023

We wanted to include interactive, real-time visualizations to support recruiters from one of our government clients. Our previous solution offered visualization of key metrics, but point-in-time snapshots produced only in PDF format. We can pick what we need, and use what we need with pay-as-you-go pricing.

Metrics 97

Metrics Dashboards Interactive Visualization 97

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 92

Optimization Metrics Interactive Data Integration 92

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 72

Optimization Data Analytics Analytics Data-driven 72

KDnuggets

OCTOBER 1, 2019

We show what metric to use for visualizing and determining an optimal number of clusters much better than the usual practice — elbow method.

Metrics 88

Metrics Visualization Optimization 88

Jet Global

NOVEMBER 12, 2020

Users can quickly reference key metrics, see updated data in real time, and immediately understand the positives and negatives of performance. Optimizing your dashboards is about maximizing their relevance, utility, and accessibility. Include the Right Metrics. Luckily, all of those factors are within your control.

Dashboards 87

Dashboards Optimization Metrics Data-driven 87

datapine

APRIL 13, 2021

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. Apart from using their data to support decision-making, agencies also use metrics as the main language in which they speak to their clients.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

datapine

JUNE 23, 2020

CFO reports provide a mix of visual KPIs geared towards helping financial officers make confident, informed decisions based on a variety of core financial activities. Top 7 CFO Dashboard KPIs & Metrics Explained. It also houses essential reports for CEOs through powerful financial dashboards. What Is A CFO Report?

Dashboards 298

Dashboards Reporting KPI Metrics 298

Sisense

DECEMBER 30, 2019

In this very visual post, we’ll discuss the elements that make or break a dashboard and dissect two examples. The first one contains some poor design choices, while the second is built to optimize readability and preserve insights. This dashboard tells an organized story about a metric we want to track and why it moves the way it does.

Dashboards 89

Dashboards Visualization Metrics Contextual Data 89

datapine

MAY 2, 2019

Modern dashboard software makes it simpler than ever to merge and visualize data in a way that’s as inspiring as it is accessible. Knowing what story you want to tell (analyzing the data) tells you which data visualization type to use. Let’s assume you have the right data and the right data visualization software. Distribution.

Visualization 173

Visualization Dashboards Sales KPI 173

Domino Data Lab

MARCH 3, 2021

How do we track value enabled through better decision support such as a data science model or a diagnostic visualization versus an experienced manager making decisions? Leading Metrics Think of these as a good sign that the actions and activities you’re taking will lead to a positive outcome. But what about good decisions?

Metrics 93

Metrics Modeling Sales Data Science 93

datapine

JULY 8, 2020

That’s why using a modern dashboard tool is vital for monitoring and analyzing multiple touchpoints and presenting data in real-time, visually, and with strong interactivity levels so any operational activity can’t be left unnoticed. Choose the most valuable metrics for your industry. What is a COO report?

Dashboards 202

Dashboards Reporting Metrics Visualization 202

Smarten

APRIL 16, 2024

Comprehensive business intelligence and analytical tools support your team with intuitive dashboards, key performance indicators (KPIs), visualization, charts, graphs and metrics that will allow you to gain a competitive edge.’

Key Performance Indicator 52

Key Performance Indicator Analytics Business Intelligence Dashboards 52

IBM Big Data Hub

DECEMBER 19, 2023

Anomaly detection simply means defining “normal” patterns and metrics—based on business functions and goals—and identifying data points that fall outside of an operation’s normal behavior. But what is an anomaly and why is detecting it important? Types of anomalies vary by enterprise and business function.

Machine Learning 69

Machine Learning Optimization Unstructured Data Sales 69

FineReport

DECEMBER 29, 2021

Metrics dashboards enable you and your team to track the effectiveness of various tactics, campaigns, and processes. These KPI metrics are critical data to analyze and evaluate a company’s sales, human resources, and marketing, and operational activities. Dashboard metrics from FineReport. What is dashboard metrics.

KPI 52

KPI Metrics Dashboards Key Performance Indicator 52

AWS Big Data

JULY 27, 2023

DataBrew is a visual data preparation tool that enables you to clean and normalize data without writing any code. The over 200 transformations it provides are now available to be used in an AWS Glue Studio visual job. Create a visual ETL job in AWS Glue Studio Next, you create the job that uses the recipe.

Visualization 81

Visualization Cost-Benefit Data Quality Interactive 81

datapine

MAY 5, 2023

Here we’re going to look at the concept of YoY and consider how you can use this essential metric to your business-boosting advantage. YoY growth can be measured for revenue, leads, conversions, or any metric that an organization is looking to improve over time. Your Chance: Want to track and optimize your YoY growth?

Data-driven 130

Data-driven Measurement Metrics Dashboards 130

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. Metrics Analyzing metrics for your application on Amazon CloudWatch can reveal clear signals of overprovisioning.

Management 95

Management Snapshot Metrics Cost-Benefit 95

IBM Big Data Hub

APRIL 19, 2024

Robots and drones perform inspections by using AI-based visual recognition techniques. Sensoring and monitoring also contribute to the direct measurement of sustainability environmental, social and governance (ESG) metrics such as energy efficiency and greenhouse gas emission or wastewater flows.

Management 89

Management Internet of Things Risk IoT 89

FineReport

APRIL 3, 2024

In today’s data-driven landscape, businesses are leaning more on BI tools , particularly BI dashboard solutions, to enhance decision-making through data visualization. Throughout this article, we’ll explore the importance of BI, data visualization, and dashboard tools in navigating intricate data landscapes.

Dashboards 52

Dashboards Visualization Metrics Interactive 52

Domino Data Lab

SEPTEMBER 3, 2019

This article covers how to perform hyperparameter optimization using a sequential model-based optimization (SMBO) technique implemented in the HyperOpt Python package. Feature engineering and hyperparameter optimization are two important model building steps. Bayesian Sequential Model-based Optimization (SMBO) using HyperOpt.

Optimization 76

Optimization Dashboards Modeling Machine Learning 76

IBM Big Data Hub

AUGUST 7, 2023

Embracing AI for clinical trials: The elements of success By embracing three AI-enabled capabilities, biopharma companies can significantly optimize clinical trial site selection process while developing core AI competencies that can be scaled out and saving financial resources that can be reinvested or redirected. Clinical Trials.

Optimization 57

Optimization Forecasting Data-driven Strategy 57

datapine

APRIL 8, 2020

In some cases, you will need a coding solution where you can build your own queries, but in others, you will also look for a visual representation of your realational data. How To Create SQL Dashboards – Coding & Visuals. The good news is that you can utilize both with the help of a modern and professional SQL dashboard.

Dashboards 209

Dashboards Software Visualization Sales 209

IBM Big Data Hub

FEBRUARY 15, 2024

Observability comprises a range of processes and metrics that help teams gain actionable insights into a system’s internal state by examining system outputs. In this blog, we discuss how Kubernetes observability works, and how organizations can use it to optimize cloud-native IT architectures. How does observability work?

Metrics 72

Metrics Key Performance Indicator Snapshot KPI 72

BA Learnings

JANUARY 2, 2023

This could involve analyzing customer feedback surveys or tracking website usage metrics such as pageviews or time spent on a page. This may require using tools such as Microsoft Excel or Google Sheets for fundamental statistical analysis or more advanced tools such as Tableau for visualizing complex datasets.

Data Analytics 130

Data Analytics Analytics Metrics Testing 130

datapine

JANUARY 28, 2020

The ability to monitor, visualize, and analyze relevant data gives today’s businesses, across a host of sectors, the power to understand their prospects, make informed decisions, increase efficiencies, and work towards a set of rewarding long term goals. Best Dashboard Ideas You Can Get Inspiration From. click to enlarge**.

Dashboards 199

Dashboards KPI Cost-Benefit Metrics 199

datapine

MARCH 8, 2021

Like many of today’s most important industries, digital data, metrics and KPIs (key performance indicators) are a part of a bright and prosperous future – and a comprehensive healthcare report has the power to deliver in each of these critical areas. Cutting down unnecessary costs.

Reporting 198

Reporting KPI Management Cost-Benefit 198

Jet Global

FEBRUARY 11, 2020

Optimizing Finance Technology – Finance teams need to extract more value from the ERP while embracing newer technologies and preparing to become more tech-driven. Data Visualizations: Past and Present. For as long as there has been data, there has likely been some form of data visualization. So what’s different?

Visualization 61

Visualization Finance Reporting Data-driven 61

Occam's Razor

SEPTEMBER 24, 2012

FBe's recommendation was (paraphrasing a 35 min talk): Don't invent new metrics, use online versions of Reach and GRPs to measure success. So to imply the ROI in Step 4 is sub-optimal. Based on results of value identified for Facebook, optimize their advertising mix strategy for future product launches.

Advertising 165

Advertising ROI Metrics Marketing 165

datapine

JUNE 27, 2019

A CEO dashboard is an interactive platform that visualizes data to empower business leaders to track, measure, analyze, and monitor business performance in a number of areas, enabling them to make data-driven decisions and see the big business picture. The right KPIs & metrics. The right design & visualizations.

Dashboards 245

Dashboards Sales Cost-Benefit Visualization 245