AWS Big Data

NOVEMBER 27, 2024

The company’s business analysts want to generate metrics to identify ticket movement over time, success rates for sellers, and the best-selling events, venues, and seasons. After the data is in Amazon Redshift, dbt models are used to transform the raw data into key metrics such as ticket trends, seller performance, and event popularity.

Data Warehouse 93

Data Warehouse Analytics Testing Modeling 93

Occam's Razor

NOVEMBER 13, 2009

I am absolutely thrilled that my book Web Analytics 2.0 The waterfall of positive feeling stems from the fact that this book was very hard to write. I only had one job, at Intuit, when I wrote my first web analytics book. The Pitch: I invite you to consider buying my second web analytics book. Request for help.

Analytics 71

Analytics Metrics Measurement Testing 71

datapine

APRIL 8, 2020

A SQL dashboard is a visual representation of data and metrics that are generated from a SQL relational database, and processed through a dashboard software in order to perform advanced analysis by creating own queries, or using a visual drag-and-drop interface. Your Chance: Want to test a SQL dashboard software completely for free?

Dashboards 209

Dashboards Software Visualization Sales 209

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. For example, customer satisfaction metrics are used to drive a better customer experience. Bernard Marr.

KPI 221

KPI Management Key Performance Indicator Measurement 221

DataKitchen

MAY 10, 2021

Some will argue that observability is nothing more than testing and monitoring applications using tests, metrics, logs, and other artifacts. Below we will explain how to virtually eliminate data errors using DataOps automation and the simple building blocks of data and analytics testing and monitoring. .

Testing 214

Testing Manufacturing Data Quality Statistics 214

DataKitchen

JUNE 7, 2021

Hopefully, with metrics in place, you can show measured improvements in productivity and quality that will win converts. Test Coverage and Inventory Reports show the degree of test coverage of the data analytics pipeline. A Net Promoter Score is a customer satisfaction metric that gauges a team’s effectiveness.

Testing 130

Testing IT Data-driven Measurement 130

DataKitchen

NOVEMBER 18, 2021

Most organizations find out about these errors from their customers, such as a VP of Sales who notices that the bookings report is millions of dollars off. Write tests that catch data errors. To avoid errors and outages, fearful engineers give each analytics project a more extended development and test schedule.

Testing 246

Testing Data Governance Measurement Software 246

DataKitchen

OCTOBER 5, 2021

Instead of focusing on a narrowly defined task with minimal testing and feedback, DataOps focuses on adding value. Through automated testing, DataOps institutionalizes collaboration through orchestrated testing, monitoring , deployment and task coordination (figure 4). Create tests. Highlight gaps and improve testing. .

Testing 152

Testing Dashboards Measurement Experimentation 152

O'Reilly on Data

APRIL 22, 2020

There aren’t simple standards and tests for ethical behavior, nor are you as likely to be called into court for acting unethically. Finally, investors from BlackStone to JP Morgan are beginning to prioritize environmental, social, and governance metrics—like ethics—into its definition of shareholder value. Leaders must not give up.

Cost-Benefit 312

Cost-Benefit Finance Data-driven Strategy 312

DataRobot

FEBRUARY 10, 2021

In the section about tabular datasets, the authors use the Blue Book for Bulldozers problem, the goal of which is to predict the sale price for heavy equipment at auction. Their code attempted to create a validation test set based on a prediction point of November 1, 2011. I treated the SARCOS test set (sarcos_inv_test) as a holdout.

Modeling 98

Modeling Deep Learning Machine Learning Metrics 98

AWS Big Data

OCTOBER 9, 2024

Lastly, there were separate environments for development (dev), user acceptance testing (UAT), production (prod), which were also over-provisioned with the minimum capacity units for the managed scaling policies configured too high, leading to higher costs as shown in the following figure. Solr clusters ran on EC2 instances.

Optimization 123

Optimization Testing Data-driven Strategy 123

Occam's Razor

JANUARY 6, 2010

No longer can tools or "analysts" just puke 15 metrics on a report and hope to survive. Alternatively get one of the simpler books on the topic and immerse yourself in self education. Regardless of if you are a novice or an expert I think one of the best books to start with is The Cartoon Guide To Statistics ($13).

Analytics 99

Analytics IT Statistics Metrics 99

Occam's Razor

AUGUST 13, 2012

That means: All of these metrics are off. If you want to make the smartest decisions about your budget allocation then leveraging the time tested methodology of media mix modeling (at its core powered by controlled experiments) is the only way to go. This is not a pitch but if you are interested my book Web Analytics 2.0,

Modeling 125

Modeling Metrics Data Quality Data-driven 125

Juice Analytics

MARCH 30, 2021

Here’s the framework we first outlined in our book Data Fluency : Data fluency is a web of connected elements. A good example is what Apple did with the App Store in creating a platform and standards by which apps are created, tested, distributed, and reviewed.

Cost-Benefit 131

Cost-Benefit Statistics Metrics Dashboards 131

Occam's Razor

SEPTEMBER 19, 2007

As the author of a new book it was such a thrill to be invited, especially when you look at impressive authors who have been invited (some of my favorites: Seth Godin , George Soros , David Brooks , Ben Cohen , Clotilde Dusoulier ). The title of my talk was: Redefining Web Analytics. Introducing Web Analytics 2.0 : 18:00 – 20:00.

Analytics 135

Analytics ROI Marketing Strategy 135

DataKitchen

AUGUST 24, 2023

Five Pillars of Data Journeys Data Journey First DataOps The Terms and Conditions of a Data Contract are Data Tests “You Complete Me,” said Data Lineage to Data Journeys. These include Data Journey Manifesto Why the Data Journey Manifesto?

Data-driven 130

Data-driven Forecasting Metrics Dashboards 130

Sisense

JANUARY 21, 2020

One of the simplest ways to start exploring your data is to aggregate the metrics you are interested in by their relevant dimensions. As an example, I’ll present a case from The Book of Why by Judea Pearl. A new drug promising to reduce the risk of heart attack was tested with two groups. It really depends on the circumstances.

Testing 104

Testing Data-driven Risk Statistics 104

Domino Data Lab

AUGUST 22, 2019

Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. a book) into a list of discrete elements of language (e.g., and 2.6) [ in the book]. Introduction. Tokenization.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Occam's Razor

OCTOBER 4, 2010

We read books / blogs on Metrics & KPIs and we think we know what to do for an ecommerce site or a blog or support site etc and we start reporting what the blog / book recommended. If you are unique, why should you crack open a standard analytics tool with its standard reports and metrics and get going?

Reporting 119

Reporting Metrics Sales Strategy 119

Occam's Razor

MARCH 4, 2008

If you have read my book or my blog you are quite aware of the What and the Why issue. Task completion rate : My all time favorite #1 Web Analytics Metric ( booo conversion rate! ). PS: Couple other related posts: Overview & Importance of Qualitative Metrics. Lab Usability Testing: What, Why, How Much. 4Q is for you.

Measurement 104

Measurement Metrics Consulting Analytics 104

Occam's Razor

FEBRUARY 22, 2010

Check the definitions of various metrics. For example, if you see a metric called Cookies, find out exactly what that metric means before you use the data. Hybrid Data Bottom-line: I love customers, I love Task Completion Rate as a powerful metric, I love VOC. If steps 1 and 2 pass the sniff test, use the data.

Metrics 124

Metrics Advertising Reporting Data Collection 124

Occam's Razor

NOVEMBER 5, 2007

Every solid web decision making program (call it Web Analytics or Web Metrics or Web Insights or Customer Intelligence or whatever) in a company will need to solve for the Five Pillars: ClickStream, Multiple Outcomes, Experimentation & Testing, Voice of Customer and Competitive Intelligence. No one wants to look bad by comparison!

Analytics 98

Analytics Experimentation Metrics Measurement 98

Occam's Razor

DECEMBER 9, 2009

This is a topic I cover in my new book, Web Analytics 2.0. The four pronged real world tested probing and loaded with politics framework to find a home for Web Analytics: 1. I share in the book that the best model in the universe for an analytics team is a hybrid, something I call Centralized Decentralization. Now you know.

Analytics 95

Analytics Data-driven Marketing Sales 95

datapine

JUNE 29, 2022

Your Chance: Want to test accounting reporting software for free? This report is often used to prepare for an audit, apply for a loan, and balance your books. Your Chance: Want to test accounting reporting software for free? Your Chance: Want to test accounting reporting software for free? What Are Accounting Reports?

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

Cloudera

OCTOBER 20, 2021

Understanding a firm’s exposure to climate risk begins with creating scenarios and gaining better visibility to the impact of a variety of variables on the book of business. Stress testing was heavily scrutinized in the post 2008 financial crisis. Alignment : the steps needed to adjust and determine next steps (ex.

Risk 80

Risk Modeling Risk Management Measurement 80

Occam's Razor

DECEMBER 8, 2017

If the Surface Marketing team is like every other team at every other company engaged in sponsorships and television advertising, it’ll measure the same collection of smart metrics like everyone else. I’m afraid in my book views don’t even count as a local maxima. Better than Reach and Brand Lift metrics? This is simple stuff.

Broadcasting 123

Broadcasting Measurement Sales Marketing 123

Cloudera

DECEMBER 3, 2021

There are a number of metrics that can be used to measure the performance of a system; they include accuracy, precision and F-score to name only three. Tracking key metrics and statistical distributions over time and alerting humans when either of these significantly drift can ensure that systems remain performant and fair.

Uncertainty 102

Uncertainty Measurement Metrics Risk 102

Occam's Razor

JUNE 6, 2007

I am thrilled to say that my book Web Analytics: An Hour A Day has been published and is now widely available. It has been such an amazing journey to write the book, and for it to come up almost exactly a year after I started this blog. Damini, Chirag and now the book! :). Part One: The book (my side of the story, details).

Analytics 60

Analytics Metrics Marketing Dashboards 60

IBM Big Data Hub

JUNE 5, 2024

App performance analytics, which show how apps are performing across the network (with metrics such as response times and failure rates) and identify the cause and location of app, server or network problems. AI can even use NLP to suggest new tests, algorithms, lines of code or entirely new app functions to increase retention.

Analytics 79

Analytics Predictive Analytics Unstructured Data Data-driven 79

CIO Business Intelligence

OCTOBER 13, 2022

In this way, a simple app initially targeted for booking appointments can not only help retain patients through their pregnancy but also convert them to pediatrics’ patients, thereby opening a new line of business, Pramanik says. “For This is followed by an end-to-end testing upgrading from component,” Kumar says. “If

ROI 132

ROI IT Sales Consulting 132

Domino Data Lab

DECEMBER 2, 2020

Due to its importance in both theory and applications, this algorithm is one of three algorithms awarded the Test of Time Award at the KDD conference in 2014. To test out DBSCAN, I’m going to use a dataset consisting of annual customer data for a wholesale distributor. Application. Why does this happen?

Metrics 116

Metrics KDD Testing Machine Learning 116

Occam's Razor

AUGUST 23, 2010

Why comes from lab usability studies , website surveys , "follow me home" exercises, experimentation & testing , and other such delightful endeavors. I know that you even realize Why is ever easier to accomplish (usability studies are economical, surveys and testing platforms start at the sweet price of free!).

Analytics 116

Analytics Cost-Benefit Testing Optimization 116

CIO Business Intelligence

MAY 11, 2022

However, a major catastrophic event can test the effectiveness of these plans. She is an active member of the EC Council C|CISO Board where she offers her time and skills to evolve the program and C|CISO Body of Knowledge book. Climate, control blackouts, political occasions, and of course, new to the list, pandemics.

IoT 97

IoT Digital Transformation Strategy Risk 97

CIO Business Intelligence

AUGUST 8, 2024

Tokens, or pieces of words that form the basis of most gen AI pricing structures, are a strange metric. And responses can’t be beyond a certain length — we’re not writing a book. Test the waters Another way to reduce token costs is to be strategic about which model is being used. Think big, test small, and scale quick,” he says.

Cost-Benefit 140

Cost-Benefit Modeling Consulting Enterprise 140

Cloudera

MARCH 18, 2021

The Fundamental Review of the Trading Book (FRTB), introduced by the Basel Committee on Banking Supervision (BCBS), will transform how banks measure risk. A revised boundary between the trading book and banking book. Continuous monitoring will be required, and banks will need to conduct back-testing to ensure accuracy.

Machine Learning 55

Machine Learning Risk Risk Management Measurement 55

AWS Big Data

DECEMBER 21, 2023

Changes on the Git repository are automatically deployed to a test stage and validated using automated integration tests. Future vision For the future, smava plans to continue to optimize the Data Platform based on operational metrics.

Data Lake 103

Data Lake Data Warehouse Data-driven B2B 103

Occam's Razor

FEBRUARY 26, 2008

" Or " I proposed testing / surveys / competitive intelligence / Analysts but I was shot down." 1: Implement a Experimentation & Testing Program. # 1: Implement a Experimentation & Testing Program. Here is data from our latest test." And now you have no excuse to avoid testing.

Management 68

Management Experimentation Testing Metrics 68