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. It’s often difficult for businesses without a mature data or machine learning practice to define and agree on metrics. Agreeing on metrics.

Marketing 362

Marketing Experimentation Metrics Testing 362

CIO Business Intelligence

JUNE 14, 2023

Data and big data analytics are the lifeblood of any successful business. Getting the technology right can be challenging but building the right team with the right skills to undertake data initiatives can be even harder — a challenge reflected in the rising demand for big data and analytics skills and certifications.

Big Data 124

Big Data Data Analytics Analytics Predictive Modeling 124

Insight

APRIL 28, 2020

Originally posted on Open Data Science (ODSC). In this article, we share some data-driven advice on how to get started on the right foot with an effective and appropriate screening process. Designing a Data Science Interview Onsite interviews are indispensable, but they are time-consuming. Length: Highly Variable.

Data-driven 53

Data-driven Data Science Experimentation Measurement 53

IBM Big Data Hub

JULY 10, 2023

Vibration analysis—a component of condition monitoring systems—utilizes vibration sensors to measure frequencies in an asset and detect abnormalities that may indicate a problem. Understanding vibrations Vibrations are multidimensional, so vibration testing requires an understanding of various parameters.

Optimization 59

Optimization IT Measurement Cost-Benefit 59

Occam's Razor

SEPTEMBER 19, 2011

This: You understand all the environmental variables currently in play, you carefully choose more than one group of "like type" subjects, you expose them to a different mix of media, measure differences in outcomes, prove / disprove your hypothesis (DO FACEBOOK NOW!!!), ask for a raise. It is that simple. Okay, it is not simple.

Measurement 119

Measurement Advertising Testing Marketing 119

FineReport

MAY 18, 2024

Data visualization techniques are paramount in today’s data-driven world. Mastering data visualization techniques is not just a skill but a necessity for professionals across various industries. Increased Efficiency : Visualizing data streamlines processes by highlighting key points efficiently.

Visualization 52

Visualization Interactive Cost-Benefit Dashboards 52

Sisense

MAY 20, 2021

Data and analytics are proving more important to companies’ strategies than ever before, according to a survey by Harvard Business Review Analytic Services. However, many organizations still fall short of achieving their analytics goals, owing to a skills gap and issues with data access and usage.

Analytics 98

Analytics Data-driven Strategy Measurement 98

Sisense

OCTOBER 6, 2020

Digging into quantitative data Why is quantitative data important What are the problems with quantitative data Exploring qualitative data Qualitative data benefits Getting the most from qualitative data Better together. Almost every modern organization is now a data-generating machine. or “how often?”

Statistics 98

Statistics Unstructured Data Data-driven Visualization 98

FineReport

DECEMBER 9, 2021

Business intelligence strategy is seen as a roadmap designed to help companies measure their performance and strengthen their performance through architecture and solutions. These goals include optimizing current business processes, creating top-notch products and services, and becoming a data-driven business. Three Rights.

Strategy 98

Strategy Business Intelligence KPI Key Performance Indicator 98

datapine

JULY 17, 2019

Experts predict that by 2025, around 175 Zettabytes of data will be generated annually, according to research from Seagate. But with so much data available from an ever-growing range of sources, how do you make sense of this information – and how do you extract value from it? Get our free guide! What Is A KPI? What Is A KPI Report?

KPI 223

KPI Reporting Key Performance Indicator Dashboards 223

CIO Business Intelligence

APRIL 14, 2022

With data-driven decisions and digital services at the center of most businesses these days, enterprises can never get enough data to fuel their operations. But not every bit of data that could benefit a business can be readily produced, cleansed, and analyzed by internal means. Who needs data as a service (DaaS)?

Enterprise 125

Enterprise Marketing Measurement Reporting 125

Sisense

JANUARY 21, 2020

Everyone wants to get more out of their data, but how exactly to do that can leave you scratching your head. One of the simplest ways to start exploring your data is to aggregate the metrics you are interested in by their relevant dimensions. How can good data lead to faulty conclusions? How does this happen? 9/10 = 90%.

Testing 104

Testing Risk Data-driven Statistics 104

datapine

MARCH 22, 2019

Today’s tech-savvy customers are driven by experiences. Moreover, measuring these metrics will also avert potential customer frustrations, monitor customer satisfaction levels, and give you a more concrete, informed idea of how your customer-facing team is doing. How To Measure Customer Satisfaction?

Metrics 134

Metrics Dashboards Measurement Interactive 134

DataRobot

JULY 6, 2021

The Behavioural Insights Team ran an experiment, testing four variations to the language used in reminder letters on a trial group. Dunbar’s Number also places a limit on the scalability of human-driven sales processes. AI-driven hyper-personalization offers a way to treat your customers as individuals and as members of a community.

Marketing 105

Marketing Sales Data-driven Statistics 105

O'Reilly on Data

MARCH 31, 2020

AI products are automated systems that collect and learn from data to make user-facing decisions. All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data. Machine learning adds uncertainty.

Management 332

Management Machine Learning Experimentation Metrics 332

AWS Big Data

DECEMBER 7, 2023

Companies are increasingly seeking ways to complement their data with external business partners’ data to build, maintain, and enrich their holistic view of their business at the consumer level. In this post, we outline planning a POC to measure media effectiveness in a paid advertising campaign.

Measurement 91

Measurement Advertising Testing Data-driven 91

datapine

FEBRUARY 9, 2024

4) How to Select Your KPIs 5) Avoid These KPI Mistakes 6) How To Choose A KPI Management Solution 7) KPI Management Examples Fact: 100% of statistics strategically placed at the top of blog posts are a direct result of people studying the dynamics of Key Performance Indicators, or KPIs. 3) What Are KPI Best Practices? What happens next?

KPI 221

KPI Management Key Performance Indicator Measurement 221

The Unofficial Google Data Science Blog

DECEMBER 14, 2021

by AMIR NAJMI & MUKUND SUNDARARAJAN Data science is about decision making under uncertainty. Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature.

Uncertainty 56

Uncertainty Statistics Measurement Cost-Benefit 56

DataRobot

APRIL 20, 2021

In this installment, I’ll cover four key elements of trusted AI that relate to the performance of a model: data quality, accuracy, robustness and stability, and speed. Trustworthy AI is built on a foundation of high-quality data. When you have the data in hand, assess its quality. Quality Input Means Quality Output.

Measurement 52

Measurement Visualization Advertising Metrics 52

Occam's Razor

AUGUST 22, 2011

Be data driven?" Key To Your Digital Success: Web Analytics Measurement Model. Six Rules For Creating A Data Driven Boss! Be data driven?" " Measuring Incrementality: Controlled Experiments to the Rescue! Barriers To An Effective Web Measurement Strategy [+ Solutions!].

KPI 124

KPI Metrics Measurement ROI 124

datapine

MARCH 19, 2019

According to the statistics portal Statista , there are currently around 4.78 No longer are we bound by the shackles of cumbersome desktop PCs or one specific geographical location to conduct research or complete online data analysis or other important online tasks. We live in a mobile world. billion mobile device users worldwide.

Dashboards 112

Dashboards Visualization Metrics KPI 112

Jen Stirrup

JUNE 16, 2020

I am speaking on Leadership, Artificial Intelligence and Data Visualisation. I am also presenting for the Data and AI South Florida User Group on Convincing your HiPPo with data on Wednesday 15th July at 5.30pm BST, 12.30pm EST. Registration details to follow. Leadership Sessions. How can you tell if your models are good?

Statistics 64

Statistics Visualization Machine Learning Business Intelligence 64

Occam's Razor

APRIL 8, 2013

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. Sometimes, we escape the clutches of this sub optimal existence and do pick good metrics or engage in simple A/B testing. Testing out a new feature.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

IBM Big Data Hub

AUGUST 11, 2023

The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. How the models are stored.

Data Science 57

Data Science Machine Learning Cost-Benefit Deep Learning 57

Ontotext

APRIL 3, 2024

Joseph Hilger : People are starting to understand that knowledge graphs are not just a tool for storing data and information. I need something that defines what those entities are and can align them with the data.” The other use case where graphs are exploding is what Gartner calls a data fabric. What are your thoughts about it?

Technology 59

Technology Risk Digital Transformation Measurement 59

Sisense

JULY 27, 2021

America’s pastime has been all about data since the first box scores were written down, but modern analytics are changing how pitchers and hitters interact. Check out how Major League Baseball (MLB) is using data to crack down on “sticky stuff.” Major League Baseball battles against pitchers’ use of “sticky stuff” — backed by data.

Analytics 52

Analytics Data-driven Statistics Measurement 52

Alation

SEPTEMBER 28, 2022

The term has been used a lot more of late, especially in the data analytics industry, as we’ve seen it expand over the past few years to keep pace with new regulations, like the GDPR and CCPA. In essence, DataOps is a practice that helps organizations manage and govern data more effectively. What exactly is DataOps ?

Cost-Benefit 52

Cost-Benefit Data Quality Manufacturing Testing 52

erwin

JANUARY 11, 2019

Organizations have spent a lot of time and money trying to harmonize data across diverse platforms , including cleansing, uploading metadata, converting code, defining business glossaries, tracking data transformations and so on. But the attempts to standardize data across the entire enterprise haven’t produced the desired results.

Data Governance 40

Data Governance Risk Metadata Management 40

Occam's Razor

JANUARY 6, 2010

We all have a tendency of getting caught in a rut, using the same tool to do the same things and spew forth the same data. Before all the excitement of the new year wears out, here are five simple things I would love for you to try so that your company will have a glorious truly data driven 2010! #1: 2 Learn basic statistics.

Analytics 99

Analytics IT Statistics Metrics 99

O'Reilly on Data

MAY 27, 2020

Whether driven by my score, or by their own firsthand experience, the doctors sent me straight to the neonatal intensive care ward, where I spent my first few days. And yet a number or category label that describes a human life is not only machine-readable data. Numbers like that typically mean a baby needs help.

Risk 355

Risk Testing Reporting Measurement 355

Rita Sallam

APRIL 2, 2023

We explored these questions and more at our Bake-Offs and Show Floor Showdowns at our Data and Analytics Summit in Orlando with 4,000 of our closest D&A friends and family. The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Occam's Razor

JULY 23, 2012

Would I be required to set up various A/B and multivariate tests for that company? Before jumping into any engagement (and signing a contract) I recommend using this simple framework for web analytics consulting contracts: Data Capture. Data Reporting. Data Analysis. You'll thank me.

Consulting 126

Consulting Analytics Reporting Measurement 126

Smart Data Collective

JANUARY 31, 2022

One of the biggest changes is the combination of big data and search engine marketing. Understanding the Role of Data-Driven SEO and SEO. billion websites in existence, any website owner interested in improving their visibility in the search results and optimal usability needs to take data seriously during the design process.

Data-driven 102

Data-driven Big Data Statistics Optimization 102

bridgei2i

JANUARY 25, 2022

The Basic Guide to Data Science at the Workplace. The Basic Guide to Data Science at the Workplace. In this podcast episode, AI enthusiasts Anirudh and Janci talk about how sincere curiosity and passion for learning can help anyone understand data science and become an active contributor. And now you’re a data scientist.

Data Science 52

Data Science Machine Learning Data-driven Statistics 52

Occam's Razor

SEPTEMBER 24, 2012

A Facebook employee (FBe) gave a talk about measuring ROI/Value of Facebook campaigns. FBe's recommendation was (paraphrasing a 35 min talk): Don't invent new metrics, use online versions of Reach and GRPs to measure success. From the data presented, there is no way to tell if the Facebook campaign worked or not.

Advertising 165

Advertising ROI Metrics Marketing 165

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

The Unofficial Google Data Science Blog

JUNE 30, 2016

By IVAN DIAZ & JOSEPH KELLY Determining the causal effects of an action—which we call treatment—on an outcome of interest is at the heart of many data analysis efforts. To do this, you have a data set at the person level containing, among other variables, an indicator of ad exposure, and whether the person bought the truck.

Statistics 44

Statistics Optimization Modeling Experimentation 44