O'Reilly on Data

MARCH 31, 2020

This has serious implications for software testing, versioning, deployment, and other core development processes. The need for an experimental culture implies that machine learning is currently better suited to the consumer space than it is to enterprise companies.

Management 332

Management Machine Learning Experimentation Metrics 332

Depict Data Studio

JULY 13, 2021

In the science world, if you have a small group of people and do not find statistical significance, one thing you can do is test a much bigger group! Using scientific methods to test hypotheses (which are what statistics test) are what scientists do; delivering programming and tracking client progress is what nonprofit practitioners do.

Statistics 98

Statistics Testing Recreation/Entertainment Experimentation 98

Cloudera

APRIL 9, 2021

Reporting – data warehousing & dashboarding. To effectively leverage their predictive capabilities and maximize time-to-value these companies need an ML infrastructure that allows them to quickly move models from data pipelines, to experimentation and into the business. A/B testing). Here are the key stages: .

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

AWS Big Data

JANUARY 9, 2024

The OpenSearch Compare Search Results tool The Compare Search Results tool, generally available in OpenSearch Service version 2.11, allows you to compare search results from two ranking techniques side by side, in OpenSearch Dashboards, to determine whether one query produces better results than the other.

Cost-Benefit 95

Cost-Benefit Visualization Modeling Machine Learning 95

Smarten

NOVEMBER 3, 2017

The tools exist today for augmented analytics, augmented data discovery, self-serve data preparation and other features and modules that provide sophisticated functionality and algorithms in an easy-to-use dashboard and environment that is designed to support business users, as well as data scientists and IT staff.

Analytics 40

Analytics Visualization Experimentation Cost-Benefit 40

Occam's Razor

AUGUST 22, 2011

The "Action Dashboard" (An Alternative To Crappy Dashboards). Five Rules for High Impact Web Analytics Dashboards. Five Reasons And Awesome Testing Ideas. Lab Usability Testing: What, Why, How Much. Build A Great Web Experimentation & Testing Program. Go Get Your Own. Got Surveys?

KPI 124

KPI Metrics Measurement ROI 124

O'Reilly on Data

OCTOBER 19, 2021

If you ask an engineer to show how they operate the application in production, they will likely show containers and operational dashboards—not unlike any other software service. The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner.

IT 346

IT Testing Experimentation Software 346

Occam's Razor

JULY 6, 2016

Yes, I worry that Analysts, and Marketers, are spending too much time with their head buried in custom reports and advance segments and smart calculated metrics and strategic or tactical dashboards. Lab usability testing and online surveys both provide great strategies to obsess about user centric design. No testing.

Testing 86

Testing Marketing Experimentation Cost-Benefit 86

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 307

Testing Machine Learning Consulting Data Quality 307

CIO Business Intelligence

APRIL 18, 2022

They use dashboards to monitor value. Companies that make effective use of dashboards are more likely to succeed at digital transformation, according to a new brief from the MIT Center for Information Systems Research. Our internal QA team now focuses 100% on automated testing and managing the queue from the crowdsourced operation.

Digital Transformation 145

Digital Transformation Dashboards Cost-Benefit Consulting 145

CIO Business Intelligence

MARCH 7, 2023

While many organizations are successful with agile and Scrum, and I believe agile experimentation is the cornerstone of driving digital transformation, there isn’t a one-size-fits-all approach. Here are some force-multiplying differences achievable by agile data teams: Want that dashboard, then update the data catalog.

Digital Transformation 145

Digital Transformation Data Governance Experimentation Machine Learning 145

Occam's Razor

NOVEMBER 13, 2009

I am a Mechanical Engineer with a MBA, a late covert to the power of understanding the super sexy "why" by leveraging lab usability studies, surveys, card sorts, online remote testing and more. Chapter 7 Failing Faster: Unleashing the Power of Testing and Experimentation. You get a jump start. It was hard.

Analytics 71

Analytics Metrics Measurement Testing 71

datapine

FEBRUARY 4, 2020

That said, we will go into details of a marketing campaign report, provide a digital marketing report template, and look into marketing reporting and analysis with the help of carefully created dashboards. It shows how targets are performing in a monthly view, but the user can easily set this marketing dashboard to a yearly time frame.

Reporting 280

Reporting Marketing Advertising Metrics 280

Occam's Razor

JUNE 6, 2007

Experimentation & Testing (A/B, Multivariate, you name it). What ideas to test first on your site? Benchmarking (exactly how you can do it), impactful actionable executive dashboards (what they should contain), creating a data driven organization. It is a book about Web Analytics 2.0. Qualitative and quantitative.

Analytics 60

Analytics Metrics Marketing Dashboards 60

Domino Data Lab

JUNE 23, 2019

Skomoroch proposes that managing ML projects are challenging for organizations because shipping ML projects requires an experimental culture that fundamentally changes how many companies approach building and shipping software. Yet, this challenge is not insurmountable. for what is and isn’t possible) to address these challenges. Transcript.

Management 110

Management Machine Learning Experimentation Metrics 110

O'Reilly on Data

JULY 25, 2023

Swift Papers felt like a well-scoped project to test how well AI handles a realistic yet manageable real-world programming task. I also installed the latest VS Code (Visual Studio Code) with GitHub Copilot and the experimental Copilot Chat plugins, but I ended up not using them much.

Consulting 246

Consulting Interactive Software IT 246

Occam's Razor

MARCH 23, 2010

For big success you'll need to have a Multiplicity strategy: So when you step back and realize at the minimum you'll also have to use one Voice of Customer tool (for qualitative analysis), one Experimentation tool and (if you want to be great) one Competitive Intelligence tool… do you still want to have two clickstream tools?

Analytics 118

Analytics Consulting Metrics Experimentation 118

Sisense

MAY 18, 2021

However, as Deven states, avoiding data insights and going with your gut is like choosing all the wrong answers on a test despite your professor giving you the right ones. When you discover data that means something, you need to be agile enough to make experimental changes.”. Data can’t help your marketing efforts if you won’t let it.

Marketing 52

Marketing Data Analytics Analytics Metrics 52

Occam's Razor

FEBRUARY 7, 2011

I have personally had a lot of success using Controlled Experimentation techniques, such as, say, Media Mix Modeling, to understand both current available demand and also segment conversion effectiveness. please refer to the controlled experimentation section, page 205, in the book for more. ." Post Testing: Visits 30k.

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94

Occam's Razor

SEPTEMBER 15, 2014

Media-Mix Modeling/Experimentation. You can also play with their mobile app tracking and data using their live dashboard/solution set. Media-Mix Modeling/Experimentation. One way to overcome this issue is to use media-mix modeling to run tests and measure incrementality in results and attribute it to the optimal channel.

Metrics 141

Metrics Reporting Analytics Marketing 141

datapine

JANUARY 31, 2022

Everything is being tested, and then the campaigns that succeed get more money put into them, while the others aren’t repeated. BI users analyze and present data in the form of dashboards and various types of reports to visualize complex information in an easier, more approachable way. What Are The Benefits of Business Intelligence?

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Occam's Razor

JANUARY 9, 2012

" "My dashboard should have Page Views and Exit Rate!" Allocate some of your aforementioned 15% budget to experimentation and testing. That frustrating reality is the source of numerous problems for the company (and the web as a whole), but it also means Executives ask for unimaginative data. "Count

Marketing 140

Marketing B2B Measurement Risk 140

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Yet when we use these tools to explore data and look for anomalies or interesting features, we are implicitly formulating and testing hypotheses after we have observed the outcomes. We must correct for multiple hypothesis tests. 1]" Statistics, as a discipline, was largely developed in a small data world. We ought not dredge our data.

Experimentation 61

Experimentation Testing Statistics Metrics 61

Occam's Razor

JANUARY 7, 2014

In service of report creation the job includes: Pulling data, writing queries, fulfilling ad-hoc requests, scheduling data outputs (reports, dashboards), liaising with script implementers / IT teams to collect more data, etc. So insist that no piece of data (report, dashboard, sexy table) will ever be presented without relevant segmentation.

Data-driven 140

Data-driven Consulting Reporting Marketing 140

Smarten

DECEMBER 11, 2017

Advanced Data Discovery allows business users to perform early prototyping and to test hypothesis without the skills of a data scientist. Advanced Data Discovery ensures data democratization and can drastically reduce the time and cost of analysis and experimentation. Advanced Data Discovery Can and Should Be Available to All!

Experimentation 65

Experimentation Statistics Visualization Dashboards 65

Smarten

MAY 11, 2017

The Smarten Advanced Data Discovery gives users the freedom to leverage data beyond simple visual data analysis and dashboards. Advanced Data Discovery allows business users to perform early prototyping and to test hypothesis without the skills of a data scientist, ETL or developer.

Experimentation 49

Experimentation Visualization Business Intelligence Predictive Analytics 49

Smarten

JULY 3, 2017

It is important to note that the concept of citizen data scientists is not only about preparing data and creating reports or dashboards. Advanced Data Discovery allows business users to perform early prototyping and to test hypothesis without the skills of a data scientist.

Predictive Modeling 40

Predictive Modeling Visualization Business Intelligence Experimentation 40

IBM Big Data Hub

SEPTEMBER 25, 2023

If the exploratory work needs to move on to testing and production, they can plan appropriately. For example, Uber has created a dashboard called Restaurant Manager in which restaurant owners can look at orders in real time as they are coming into their restaurants. This way, the queries run much faster.

OLAP 95

OLAP Data Lake Data-driven Snapshot 95

Occam's Razor

NOVEMBER 2, 2015

Higher Order Bits: Human vs. Business, Success KPIs, S-T-D-C Framework, MoR Test. Using a tool like True Social Metrics , you can quickly create a glorious centralized dashboard like this one for your Social Media efforts… Please see the post for more details on how to calculate each metric. It is pronounced the more test.

B2B 167

B2B Metrics Testing Recreation/Entertainment 167