AWS Big Data

JUNE 17, 2024

In particular, we discussed two key strategies: backup and restore and warm standby. In this post, we dive deep into the implementation for both strategies and provide a deployable solution to realize the architectures in your own AWS account. The solution for this post is hosted on GitHub. The steps are as follows: [1.a]

Strategy 111

Strategy Metadata Recreation/Entertainment Metrics 111

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. Investigate data stream metrics.

Metadata 122

Metadata Metrics Analytics Data Processing 122

AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. 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.

Metrics 97

Metrics Dashboards Testing Optimization 97

AWS Big Data

APRIL 27, 2023

When you use OpenSearch Ingestion, you don’t need to maintain self-managed data pipelines to ingest logs, traces, metrics, and other data with OpenSearch Service. Distributed tracing is part of a broader observability solution, often combined with metrics and log data. Follow rest of the steps to complete the trace pipeline creation.

Strategy 111

Strategy Metrics Data Processing Optimization 111

O'Reilly on Data

MARCH 31, 2020

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. AI product estimation strategies. If you are still figuring out your analytics strategy, you are fighting the last war.

Management 363

Management Machine Learning Experimentation Metrics 363

datapine

MAY 20, 2020

A CRM dashboard is a centralized hub of information that presents customer relationship management data in a way that is dynamic, interactive, and offers access to a wealth of insights that can improve your consumer-facing strategies and communications. Let’s look at this in more detail. What Is A CRM Report? Follow-Up Contact Rate.

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

MARCH 22, 2019

Read here how these metrics can drive your customers’ satisfaction up! Customer satisfaction metrics evaluate how the products or services supplied by a company meet or surpass a customer’s expectations. Exclusive Bonus Content: Get our short guide to CES and NPS! Analyze gathered data: This step should be clear.

Metrics 134

Metrics Dashboards Measurement Interactive 134

CIO Business Intelligence

NOVEMBER 14, 2023

Although some continue to leap without looking into cloud deals, the value of developing a comprehensive cloud strategy has become evident. Without a clear cloud strategy and broad leadership support, even value-adding cloud investments may be at risk. And it’s never too late for CIOs to reassess their cloud strategies.

Strategy 145

Strategy Cost-Benefit IT Key Performance Indicator 145

DataKitchen

APRIL 13, 2021

A complete DataOps program will have a unified, system-wide view of process metrics using a common data store. GitHub – A provider of Internet hosting for software development and version control using Git. AWS Code Commit – A fully-managed source control service that hosts secure Git-based repositories.

Testing 300

Testing Machine Learning Consulting Data Science 300

datapine

APRIL 12, 2019

But despite the business-boosting potential (and vital importance) of successfully delivering collaborative strategies, a mere 58% of organizations understand the value of project management to its fullest, according to the global survey conducted by the Project Management Insitute. What Is A Project Management Dashboard?

Dashboards 233

Dashboards Management KPI Cost-Benefit 233

datapine

JUNE 18, 2019

We live in a data-driven age, and the ability to use financial insights and metrics to your advantage will set you apart from the pack. Our monthly reports are on top illustrated with beautiful data visualizations that provide a better understanding of the metrics tracked. The reporting tools to do that exist for that very purpose.

Reporting 251

Reporting Metrics KPI Finance 251

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics. It also anonymizes all PII so the cloud-hosted chatbot cant be fed private information.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

O'Reilly on Data

APRIL 22, 2020

These strategies contribute to perceptions of trust. Finally, investors from BlackStone to JP Morgan are beginning to prioritize environmental, social, and governance metrics—like ethics—into its definition of shareholder value. But ethics strategies have major limitations leaders must address. Compliance and ethics.

Cost-Benefit 323

Cost-Benefit Finance Data-driven Strategy 323

datapine

JANUARY 21, 2020

The balance sheet gives an overview of the main metrics which can easily define trends and the way company assets are being managed. This is just one business intelligence report sample that can be developed in more detail by establishing the right KPIs and developing a business strategy and goals. It doesn’t stop here.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

datapine

MAY 14, 2019

This interdisciplinary field of scientific methods, processes, and systems helps people extract knowledge or insights from data in a host of forms, either structured or unstructured, similar to data mining. Data science, also known as data-driven science, covers an incredibly broad spectrum.

Data Science 350

Data Science Machine Learning Big Data Data-driven 350

datapine

MARCH 25, 2019

To help you understand the potential of analysis and how you can use it to enhance your business practices, we will answer a host of important analytical questions. Any stats, facts, figures, or metrics that don’t align with your business goals or fit with your KPI management strategies should be eliminated from the equation.

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

datapine

DECEMBER 11, 2019

Today, most companies are in the process of implementing various business intelligence strategies, turning to SaaS BI tools to assist them in their efforts. Security is a distinct advantage of the PaaS model as the vast majority of such developments perform a host of automatic updates on a regular basis. 6) Micro-SaaS.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

datapine

JULY 17, 2019

These reports are interactive, dynamic, and tailored to the individual user, department, or organization depending on their operational needs, strategies, aims, goals, and objectives. In doing so, you’ll gain a panoramic perspective of where to aim your efforts as well as the metrics and insights that are worth measuring for success.

KPI 223

KPI Reporting Key Performance Indicator Dashboards 223

datapine

FEBRUARY 9, 2024

An even more interesting fact: The blogs we read regularly are not only influenced by KPI management but also concerning content, style, and flow; they’re often molded by the suggestions of these goal-driven metrics. The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals.

KPI 221

KPI Management Key Performance Indicator Measurement 221

datapine

MARCH 18, 2020

and metrics (follows, likes, reach, growth, awareness, post performance, engagements, etc.) You have to use data to your advantage, and use it well by choosing the right digital marketing KPIs that will help in your overall social strategy. Choose the right metrics. What Is A Social Media Report? over various time frames.

Reporting 178

Reporting Dashboards Metrics KPI 178

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT 59

IT Data Governance Data-driven Metrics 59

datapine

MARCH 4, 2020

Here, we will consider the question ‘ What are operational reports,’ delve deeper into strategic reports, and examine a host of best operational reporting analysis practices. As you can see, there are a wealth of benefits associated with a strategy report and/or strategic reporting. Let’s begin. What Is Operational Reporting?

Operational Reporting 169

Operational Reporting Reporting KPI Dashboards 169

datapine

JUNE 5, 2019

As mentioned earlier, a data dashboard has the ability to answer a host of business-related questions based on your specific goals, aims, and strategies. A data dashboard assists in 3 key business elements: strategy, planning, and analytics. Dashboards Answer Critical Business Questions. So, what is a dashboard primary function?

Dashboards 316

Dashboards KPI Sales Visualization 316

IBM Big Data Hub

DECEMBER 7, 2023

And if an organization takes its new metrics and performs extensive data analysis on them, one result will be that even more data is created from that analysis. And that’s why companies need an effective data center consolidation strategy. What is a data center consolidation strategy? What is a data center?

Strategy 90

Strategy Cost-Benefit Data Processing Software 90

datapine

NOVEMBER 5, 2019

Studies suggest that businesses that adopt a data-driven marketing strategy are likely to gain an edge over the competition and in turn, increase profitability. In fact, according to eMarketer, 40% of executives surveyed in a study focused on data-driven marketing, expect to “significantly increase” revenue.

Dashboards 220

Dashboards Cost-Benefit Sales Metrics 220

O'Reilly on Data

DECEMBER 12, 2019

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. That’s where remediation strategies come in. We discuss seven remediation strategies below. What can you do?

Machine Learning 282

Machine Learning Modeling Testing Risk Management 282

IBM Big Data Hub

MAY 7, 2024

In this article, we will discuss why observing microservice applications on Kubernetes is crucial and several metrics that you should focus on as part of your observability strategy. Why should you observe microservice health running on Kubernetes and what are the Kubernetes metrics you should monitor?

Metrics 71

Metrics Measurement Optimization Data Processing 71

AWS Big Data

NOVEMBER 22, 2024

Each Lucene index (and, therefore, each OpenSearch shard) represents a completely independent search and storage capability hosted on a single machine. As a backup strategy, snapshots can be created automatically in OpenSearch, or users can create a snapshot manually for restoring it on to a different domain or for data migration.

Snapshot 97

Snapshot Metadata Recreation/Entertainment Data Processing 97

datapine

AUGUST 28, 2019

Storytelling through data is the process of transforming data-driven analyses into a widely-accessible visual format to influence a business decision, strategy, or action by utilizing analytical information that, ultimately, turn into actionable insights. Data storytelling has a host of business-boosting benefits.

KPI 193

KPI Visualization Dashboards Data-driven 193

datapine

JANUARY 7, 2020

By gaining the ability to gather, organize and analyze the metrics that are most important to your organization, you stand to make your business empire more intelligent than ever before – and executive reporting and business dashboards will help you do just that. We are indeed living in a time rich in invaluable digital data.

Dashboards 149

Dashboards Reporting KPI Metrics 149

datapine

AUGUST 7, 2019

A SaaS dashboard is a powerful business intelligence tool that offers a host of benefits for ambitious tech businesses. Moreover, as a SaaS metrics dashboard serves all of your data in one centralized space, you don’t need to waste time logging into different applications or platforms to source the insights you need. 2) Vision.

Dashboards 168

Dashboards Management KPI Cost-Benefit 168

datapine

NOVEMBER 13, 2019

We will continue with tips on how to do a procurement analysis, and wrap up with real-life examples that you can implement into your own business strategies. There are a host of benefits to procurement reporting. Without further ado, let’s get started. Exclusive Bonus Content: No time to read, need a quick summary?

Reporting 158

Reporting KPI Cost-Benefit Metrics 158

Occam's Razor

JANUARY 12, 2015

At the core of everything you will do in digital analytics is the concept of metrics. How do you define a metric: It is simply a number. Your digital analytics tools are full of metrics. Helpful post: Best Metrics For Digital Marketing: Rock Your Own And Rent Strategies.]. That is as simple as it gets. Total that.

Analytics 151

Analytics Slice and Dice KPI Metrics 151

datapine

APRIL 22, 2020

A digital dashboard is an electronic tracking tool used to build an interactive, visual representation of data from a host of sources including databases, CRM- and ERP data or other web services to monitor important business metrics and overall company’s performance. What Is A Digital Dashboard? Communicate with stakeholders.

Dashboards 189

Dashboards Key Performance Indicator Visualization Sales 189

datapine

AUGUST 21, 2019

Download our free executive summary and boost your sales strategy! Download our free executive summary and boost your sales strategy! Download our free executive summary and boost your sales strategy! He gets up and walks out, as you sit there digesting this quote. Exclusive Bonus Content: Not sure which graph and chart to use?

Sales 235

Sales Dashboards Visualization KPI 235

datapine

DECEMBER 17, 2019

But in this digital age, dynamic modern IT reports created with a state-of-the-art online reporting tool are here to help you provide viable answers to a host of burning departmental questions. What kind of metrics matter to my audience? Now we’re going to look at the reasons why this is the case. Why Do You Need An IT Report?

Reporting 173

Reporting IT Key Performance Indicator Dashboards 173

datapine

JANUARY 14, 2020

By increasing the service levels, customer satisfaction, and loyalty, among many other metrics, organizations can ultimately generate business value and increase profits. We have written a bit more on the average response time as one of our metrics examples below in our article, but the main point is to keep it as short as possible.

Reporting 168

Reporting KPI Metrics Dashboards 168