Sisense

MARCH 6, 2019

Every year there’s high anticipation to see what key message Gartner will present in the yearly Data & Analytics Summits. The crowd who attends these events are made mostly of analytics leaders in Enterprises. Analytics leaders can only get buy-in if people understand the story of the journey and its purpose.

Data Analytics 75

Data Analytics Analytics Experimentation Data-driven 75

O'Reilly on Data

MARCH 31, 2020

Because it’s so different from traditional software development, where the risks are more or less well-known and predictable, AI rewards people and companies that are willing to take intelligent risks, and that have (or can develop) an experimental culture. If you are still figuring out your analytics strategy, you are fighting the last war.

Management 338

Management Machine Learning Experimentation Metrics 338

Occam's Razor

JULY 24, 2018

The universe of digital analytics is massive and can seem as complex as the cosmic universe. Even simple questions like “ How effective is our analytics strategy? Soon, your digital analytics strategic framework that you hoped would provide a true north to the analytics strategy question looks like this ….

Analytics 93

Analytics Metrics Strategy Measurement 93

CIO Business Intelligence

MARCH 21, 2022

Data scientists are analytical data experts who use data science to discover insights from massive amounts of structured and unstructured data to help shape or meet specific business needs and goals. What is a data scientist?

Unstructured Data 137

Unstructured Data Data Analytics Analytics Structured Data 137

Occam's Razor

FEBRUARY 7, 2022

Since you're reading a blog on advanced analytics, I'm going to assume that you have been exposed to the magical and amazing awesomeness of experimentation and testing. And yet, chances are you really don’t know anyone directly who uses experimentation as a part of their regular business practice. Wah wah wah waaah.

Experimentation 101

Experimentation Testing Optimization Marketing 101

CIO Business Intelligence

NOVEMBER 15, 2022

Experiment with the “highly visible and highly hyped”: Gartner repeatedly pointed out that organisations that innovate during tough economic times “stay ahead of the pack”, with Mesaglio in particular calling for such experimentation to be public and visible.

Digital Transformation 143

Digital Transformation Experimentation Risk Metrics 143

CIO Business Intelligence

APRIL 2, 2024

Over the past decade, CIOs have invested significantly in digital transformation initiatives in an effort to improve customer experiences, build data analytics capabilities, and deliver productivity enhancements with automation. It’s like trying to get a jazz quartet, a rock band, a classical orchestra, and a DJ to play in harmony.”

Management 140

Management Digital Transformation Testing Experimentation 140

Octopai

OCTOBER 26, 2022

DataOps is an approach to best practices for data management that increases the quantity of data analytics products a data team can develop and deploy in a given time while drastically improving the level of data quality. Continuous DataOps metrics testing checks data’s validity, completeness and integrity at input and output.

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

CIO Business Intelligence

FEBRUARY 21, 2024

But we also have teams responsible for data analytics, and teams of audio-visual experts to ensure our concert halls and event centers can support a range of activities. We developed a model to predict student outcomes based on metrics from historical evidence,” he says. “We

Recreation/Entertainment 135

Recreation/Entertainment Experimentation Modeling Data-driven 135

Occam's Razor

MAY 22, 2006

This post is a primer on the delightful world of testing and experimentation (A/B, Multivariate, and a new term from me: Experience Testing). Experimentation and testing help us figure out we are wrong, quickly and repeatedly and if you think about it that is a great thing for our customers, and for our employers. Counter claims?

Experimentation 103

Experimentation Testing Optimization Measurement 103

DataRobot Blog

OCTOBER 18, 2022

Model Observability – the ability to track key health and service metrics for models in production – remains a top priority for AI-enabled organizations. Learn more about the DataRobot AI Cloud and the ability to accelerate your experimentation and production timelines. DataRobot Booth at Big Data & AI Toronto 2022.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

AWS Big Data

AUGUST 21, 2023

It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space. The algorithm for finding nearby vectors is called kNN (k Nearest Neighbors). Of course, production-quality search experiences use many more techniques to improve results.

Data Processing 90

Data Processing Experimentation Visualization Metrics 90

DataKitchen

OCTOBER 5, 2021

A DataOps Engineer owns the assembly line that’s used to build a data and analytic product. That’s the state of data analytics today. . Where are the data engineers, scientists and analytics? DataOps enables: Rapid experimentation and innovation for the fastest delivery of new insights to customers. Low error rates.

Testing 157

Testing Dashboards Measurement Experimentation 157

AWS Big Data

NOVEMBER 2, 2023

GoDaddy benchmark During our initial experimentation, we observed that arm64 on EMR Serverless consistently outperformed or performed on par with x86_64. Gather relevant metrics from the tests. About the Authors Mukul Sharma is a Software Development Engineer on Data & Analytics (DnA) organization at GoDaddy. HCatalog 3.1.3

Cost-Benefit 86

Cost-Benefit Big Data Testing Optimization 86

Occam's Razor

MAY 15, 2006

There is a lot of "buzz" around "buzzy" metrics such as brand value / brand impact, blog-pulse , to name a couple. IMHO these "buzzy" metrics might be a sub optimal use of time/resources if we don't first have a hard core understanding of customer satisfaction and task completion on our websites.

Metrics 100

Metrics Experimentation Testing Interactive 100

CIO Business Intelligence

MAY 16, 2023

It surpasses blockchain and metaverse projects, which are viewed as experimental or in the pilot stage, especially by established enterprises. AI surpassed other technologies in conversations about innovation The research underscores that AI is leading the way in accelerating innovation.

Advertising 105

Advertising Recreation/Entertainment Experimentation Enterprise 105

Occam's Razor

AUGUST 22, 2011

Here you'll find all my blog posts categorized into a structure that will hopefully make it easy for you to discover new content, find answers to your questions, or simply wallow in some excellent analytics narratives. " ~ Digital Analytics: "Am I thinking right? " ~ Web Metrics: "What is a KPI?

KPI 124

KPI Metrics Measurement ROI 124

Cloudera

APRIL 9, 2021

And this blog will focus on Predictive Analytics. Predictive Analytics – AI & machine learning. 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.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

Domino Data Lab

DECEMBER 4, 2020

Having calculated AUC/AUMC, we can further derive a number of useful metrics like: Total clearance of the drug from plasma. PharmaceUtical Modeling And Simulation (or PUMAS) is a suite of tools to perform quantitative analytics for pharmaceutical drug development [2]. The area under the first moment curve would respectively be.

Metrics 59

Metrics Data Science Knowledge Discovery Measurement 59

Domino Data Lab

SEPTEMBER 10, 2020

Yet despite all this hard work, few models ever make it into production (VentureBeat AI concluded that just 13% of data science projects make it into production) and in terms of delivering value to the business, Gartner predicts that only 20% of analytics projects will deliver business outcomes that improve performance. What’s going on?

Modeling 101

Modeling IT Data Science Experimentation 101

Occam's Razor

NOVEMBER 13, 2009

I am absolutely thrilled that my book Web Analytics 2.0 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. It is not just a business book, though every dna strand in this book is more about online marketing than online analytics.

Analytics 71

Analytics Metrics Measurement Testing 71

AWS Big Data

MAY 2, 2023

If your updates to a dataset triggers multiple subsequent DAGs, then you can use the Airflow metric max_active_tasks_per_dag to control the parallelism of the consumer DAG and reduce the chance of overloading the system. Removal of experimental Smart Sensors. Let’s demonstrate this with a code example. Apache Airflow v2.4.3

Testing 99

Testing Experimentation Management Metadata 99

AWS Big Data

JANUARY 9, 2024

It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space to find matches. This functionality was initially released as experimental in OpenSearch Service version 2.4, This is also called embedding the text into the vector space.

Cost-Benefit 89

Cost-Benefit Visualization Modeling Machine Learning 89

Occam's Razor

DECEMBER 9, 2009

Specifically: Who owns web analytics / who it reports to from a org structure perspective. Let me hasten to add that this, web analytics ownership, does not exist in a vacuum. If your overall web business is misaligned from an org perspective then honestly there is no hope for you, regardless of where analytics sits.].

Analytics 95

Analytics Data-driven Marketing Sales 95

AWS Big Data

FEBRUARY 12, 2024

Objective Gupshup wanted to build a messaging analytics platform that provided: Build a platform to get detailed insights, data, and reports about WhatsApp/SMS campaigns and track the success of every text message sent by the end customers. Incremental analytics is the main reason for Gupshup to use Redshift.

Data Warehouse 98

Data Warehouse Analytics Snapshot Cost-Benefit 98

Sisense

JANUARY 21, 2020

Our BI Best Practices demystify the analytics world and empower you with actionable how-to guidance. One of the simplest ways to start exploring your data is to aggregate the metrics you are interested in by their relevant dimensions. See “ How likely is Simpson’s paradox? See Kievit, Rogier, et al. ).

Testing 104

Testing Risk Data-driven Statistics 104

Occam's Razor

OCTOBER 21, 2013

Following revelations of NSA activities via Mr. Snowden, Google has now switched almost all users to secure search, resulting in even more user search queries showing up as not provided in all web analytics tools. No keyword data in analytics tools. And of course our Acquisition, Behavior, Outcome metrics. See Page Value there?

Optimization 154

Optimization Reporting Experimentation Metrics 154

Occam's Razor

SEPTEMBER 15, 2014

They will need two different implementations, it is quite likely that you will end up with two sets of metrics (more people focused for mobile apps, more visit focused for sites). Remember, when someone says mobile analytics, first ask the clarifying question: Do you mean mobile application or mobile website ? So, be a dear.

Metrics 141

Metrics Reporting Analytics Marketing 141

O'Reilly on Data

MAY 14, 2020

AI PMs should enter feature development and experimentation phases only after deciding what problem they want to solve as precisely as possible, and placing the problem into one of these categories. Experimentation: It’s just not possible to create a product by building, evaluating, and deploying a single model.

Management 363

Management Experimentation B2B Machine Learning 363

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. Five Reasons Why You Should Buy Web Analytics: An Hour A Day: Web Analytics: An Hour A Day for the first time provides a Practitioner's in the trenches perspective on web analytics. There I said it.

Analytics 60

Analytics Metrics Marketing Dashboards 60

Business Over Broadway

MAY 22, 2019

According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT. Also, loyalty leaders infuse analytics into CX programs, including machine learning, data science and data integration.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

Occam's Razor

NOVEMBER 12, 2006

Some analytics professionals are still using weblogs as the source of data for doing Web Analytics. Now you can easily see why we all work hard on analytics and marketers work so hard on content and copy and offers but we can’t seem to move the conversion rate by all that much. Is Real Conversion Rate metric a good one?

Measurement 99

Measurement Analytics Optimization Marketing 99

Occam's Razor

JULY 18, 2011

You must use metrics that are unique to the medium. Ready for the best email marketing campaign metrics? So for our email campaign analysis let’s look at metrics using that framework. Optimal Acquisition Email Metrics. Most good email providers will do this automatically for whatever web analytics tool you use.

Metrics 137

Metrics Marketing Measurement Cost-Benefit 137

Occam's Razor

FEBRUARY 26, 2008

You know exactly what is necessary in order for your company to achieve Web Analytics 2.0 " Or sometimes " My manager simply does not get it / Analytics / Web / Me / Anything." 1: Implement a Experimentation & Testing Program. # 1: Implement a Experimentation & Testing Program. 6: If All Else Fails.

Management 68

Management Experimentation Testing Strategy 68

datapine

MAY 20, 2020

At its core, CRM dashboard software is a smart vessel for data analytics and business intelligence – digital innovation that hosts a wealth of insightful CRM reports. A dynamic CRM KPI dashboard or CRM report template will form the very foundations of your reporting and analytics initiatives. What Is A CRM Report?

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

FEBRUARY 4, 2020

Structure your metrics. As with any report you might need to create, structuring and implementing metrics that will tell an interesting and educational data-story is crucial in our digital age. That way you can choose the best possible metrics for your case. Regularly monitor your data. 1) Marketing CMO report.

Reporting 280

Reporting Marketing Advertising Metrics 280

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. Additionally, you are spending your day in the warm embrace of Adobe or Google Analytics because your job is set up as "data people."

Testing 86

Testing Marketing Experimentation Cost-Benefit 86