Cloudera

APRIL 9, 2021

The third video in the series highlighted Reporting and Data Visualization. Reporting – data warehousing & dashboarding. Thus, to optimize part production, we’ll use historical part data to train machine learning models to spot trends and seasonality. And this blog will focus on Predictive Analytics.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

Occam's Razor

MAY 15, 2006

Add to this the fact that now there is a massive proliferation of tools that will instantly create reports presenting data in every conceivable slice, graph, table, pivot or dump that you can imagine the challenge. Experimentation/Testing (the latest new and cool thing to do, a/b or multivariate).

Metrics 100

Metrics Experimentation Testing Interactive 100

DataRobot Blog

JULY 28, 2022

Of course, finding a compromise is necessary to a certain degree, but rather than simply compromising, finding the optimal solution within that trade-off is the key to creating maximum business value. Industry Analyst Report. Ultimately, the evaluation is based on whether or not the model delivers success to the customers’ business.

Data Science 72

Data Science Machine Learning Statistics Modeling 72

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. Your Chance: Want to build professional CRM reports & dashboards? What Is A CRM Report? CRM software will help you do just that. Let’s begin.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Octopai

OCTOBER 26, 2022

When DataOps principles are implemented within an organization, you see an increase in collaboration, experimentation, deployment speed and data quality. Continuous DataOps metrics testing checks data’s validity, completeness and integrity at input and output. Just-in-Time” manufacturing increases production while optimizing resources.

Data Quality 52

Data Quality Data Analytics Analytics Manufacturing 52

CIO Business Intelligence

MARCH 21, 2022

As such, a data scientist must have enough business domain expertise to translate company or departmental goals into data-based deliverables such as prediction engines, pattern detection analysis, optimization algorithms, and the like. Learn from data scientists about their responsibilities and find out how to launch a data science career. |

Unstructured Data 137

Unstructured Data Data Analytics Analytics Structured Data 137

Occam's Razor

AUGUST 22, 2011

" ~ Web Metrics: "What is a KPI? " + Standard Metrics Revisited Series. "Engagement" Is Not A Metric, It's An Excuse. Defining a "Master Metric", + a Framework to Gain a Competitive Advantage in Web Analytics. Delibrate Your Data, Dig Into Your Data, Reimagine Content Reporting.

KPI 124

KPI Metrics Measurement ROI 124

Cloudera

FEBRUARY 16, 2022

Support for multiple sessions within a project allows data scientists, engineers and operations teams to work independently alongside each other on experimentation, pipeline development, deployment and monitoring activities in parallel. Each AMP consists of a working prototype for a ML use case together with a research report.

Machine Learning 87

Machine Learning Modeling Metadata Recreation/Entertainment 87

CIO Business Intelligence

JUNE 27, 2022

Tyson: You’re coming up to two years since you added Sentry’s ability to monitor for performance which has some pretty fine-grained metrics in terms of identifying where bottlenecks are located in code. Tyson: Sentry is able to instrument a variety of languages and frameworks for automated error reporting. Is it still true today? .

Software 115

Software Experimentation Testing Marketing 115

Occam's Razor

SEPTEMBER 15, 2014

Company UX leaders are happy to stink less by taking the sub-optimal path of responsive design, rather than create a mobile-unique experience (your customers tend to do different things on your desktop site than your mobile site!). Dive into Mobile Reporting and Analysis. Dive into Mobile Reporting and Analysis. Many reasons.

Metrics 141

Metrics Reporting Analytics Marketing 141

CIO Business Intelligence

MAY 1, 2024

Pilots can offer value beyond just experimentation, of course. McKinsey reports that industrial design teams using LLM-powered summaries of user research and AI-generated images for ideation and experimentation sometimes see a reduction upward of 70% in product development cycle times. What are you measuring?

Cost-Benefit 143

Cost-Benefit Metrics Insurance Measurement 143

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. Using Customer Journey Orchestration and AI to Optimize Customer Experience: [link]. I stayed for the people.”

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

Occam's Razor

NOVEMBER 13, 2009

Chapter 2 The Optimal Strategy for Choosing Your Web Analytics Soul Mate. Chapter 3 The Awesome World of Clickstream Analysis: Metrics. The second half shows exactly how to pick the best metrics for your org and, my absolute favorite (Page 64), how to diagnose the root cause of a metrics performance. A good thing.

Analytics 71

Analytics Metrics Measurement Testing 71

Occam's Razor

DECEMBER 9, 2009

Specifically: Who owns web analytics / who it reports to from a org structure perspective. some reports going out on schedule (even if data pukes) then an optimal path might be to centralize some where (see item #2 below). [B] The closer you can get to her (direct report?) It is always the organization structure.

Analytics 95

Analytics Data-driven Marketing Sales 95

Occam's Razor

FEBRUARY 26, 2008

1: Implement a Experimentation & Testing Program. # 1: Implement a Experimentation & Testing Program. The Google Website Optimizer is free ! Experimentation and Testing: A Primer. Build A Great Web Experimentation & Testing Program. # Experimentation and Testing: A Primer. 6: If All Else Fails.

Management 68

Management Experimentation Testing Metrics 68

CIO Business Intelligence

MARCH 5, 2024

Many other platforms, such as Coveo’s Relative Generative Answering , Quickbase AI , and LaunchDarkly’s Product Experimentation , have embedded virtual assistant capabilities but don’t brand them copilots. While that’s a limitation, there are reports of promised functionality not yet available.

Cost-Benefit 124

Cost-Benefit Advertising Experimentation Software 124

Occam's Razor

JULY 18, 2011

To not have it as an active part of your marketing portfolio is sub-optimal. 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. Outcomes.

Metrics 137

Metrics Marketing Measurement Cost-Benefit 137

DataRobot Blog

SEPTEMBER 30, 2022

By tracking service, drift, prediction data, training data, and custom metrics, you can keep your models and predictions relevant in a fast-changing world. Adoption of AI/ML is maturing from experimentation to deployment. How do you track the integrity of a machine learning model in production? Model Observability can help.

Slice and Dice 52

Slice and Dice Modeling Metrics Experimentation 52

Occam's Razor

JUNE 6, 2007

Bonus: Interactive CD: Contains six podcasts, one video, two web analytics metrics definitions documents and five insightful powerpoint presentations. Experimentation & Testing (A/B, Multivariate, you name it). What's the optimal organization structure (and who should own web analytics!)? Qualitative and quantitative.

Analytics 60

Analytics Metrics Marketing Dashboards 60

Occam's Razor

AUGUST 12, 2013

I normally ask people to look at the Path Length report in the Multi-Channel Funnels standard report in Google Analytics (or equivalent tool if you are using SiteCatalyst or WebTrends or other web analytics tools). You can use the Top Conversion Paths report. But show the actual report. Do You Have an Attribution Problem?

Modeling 161

Modeling Optimization Marketing Interactive 161

Occam's Razor

FEBRUARY 28, 2017

To ensure customer delight was delivered in a timely manner, it was also decided that Average Call Time (ACT) would now be The success metric. The success metric, ACT, did go down. Reporting/dashboards were terribly created ( CDPs anyone? ). Metrics matter. What do you think happened? Another issue. Humans are pavlovian.

Key Performance Indicator 106

Key Performance Indicator Metrics Measurement Advertising 106

AWS Big Data

JULY 20, 2023

This data is then used by various applications for streaming analytics, business intelligence, and reporting. Determining optimal table partitioning Determining optimal partitioning for each table is very important in order to optimize query performance and minimize the impact on teams querying the tables when partitioning changes.

Data Lake 89

Data Lake Analytics Snapshot Optimization 89

Occam's Razor

DECEMBER 12, 2016

What one critical metric will help you clearly measure performance for each strategy above? How will you know if the performance was a success or failure, what's the target for each critical metric? Even if you follow the 10/90 rule, it is important to focus our time and resources optimally. This is sub-optimal.

Analytics 141

Analytics Data-driven Strategy Consulting 141

Occam's Razor

AUGUST 13, 2012

That means: All of these metrics are off. What report would you want to see on conversion attribution that would help you decide where to spend?? Then I'm using data from the standard Days to Conversion report to limit who gets credit (no one beyond 27!).

Modeling 124

Modeling Metrics Data Quality Data-driven 124

AWS Big Data

JANUARY 24, 2023

The utility for cloning and experimentation is available in the open-sourced GitHub repository. It contains references to data that is used as sources and targets in AWS Glue ETL (extract, transform, and load) jobs, and stores information about the location, schema, and runtime metrics of your data.

Data Architecture 67

Data Architecture Metadata Data Lake Snapshot 67

Occam's Razor

SEPTEMBER 30, 2013

Each of the six visuals re-frames a unique facet of the digital opportunity/challenge, and shares how to optimally take advantage of the opportunity/challenge. It is also immensely beneficial for search engine optimization (great content, delivered fresh, every day!). Then that is all they optimize for. And so on and so forth.

Marketing Analytics 154

Marketing Analytics Marketing Visualization Analytics 154

Corinium

APRIL 25, 2019

Life insurance needs accurate data on consumer health, age and other metrics of risk. All assets need to be optimally leveraged for maximum business value while also being protected from misuse, whether there was malicious intent or not, and this needs to be the responsibility of whomever is responsible for that asset in the company.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. Ensure a culture that supports a steady process of learning and experimentation.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Occam's Razor

NOVEMBER 17, 2008

There is a tendency to think experimentation and testing is optional. You can start for free with a superb tool: Google's Website Optimizer. 5 Tags, CMS, Reports & Regressions: All Included! they contain all reporting built in and the data is not that hard to understand. And I meant every word of it.

Testing 112

Testing Experimentation Risk Optimization 112

Occam's Razor

JULY 26, 2010

We lovingly craft reports every day. My hope in this post is to share some simple tips with you that might make your reports and analysis speak to you a bit more. Look at your most important work / report / dashboard. PALM: People Against Lonely Metrics]. So why not your metrics? Or an actual outcome metric.

Metrics 96

Metrics Measurement Dashboards Reporting 96

Occam's Razor

MARCH 23, 2010

My problem with these mistruths and FUD is that they result in a ton of practitioners and companies making profoundly sub optimal choices, which in turn results in not just much longer slogs but also spectacular career implosions and the entire web analytics industry suffering. This is sad. Even a little frustrating. Likely not.

Analytics 118

Analytics Consulting Metrics Experimentation 118

Occam's Razor

OCTOBER 23, 2006

6 Reporting is not Analysis. # Core Message : The most common mistake in web analytics is to slap a clickstream tool (Omniture, WebTrends, HBX / WebSideStory, CoreMetrics etc) on the website and to start sending reports chock full of clickstream kpi’s out. 6 Reporting is not Analysis. Refuse Report Requests.

Data-driven 117

Data-driven Metrics KPI Reporting 117

Occam's Razor

MAY 18, 2010

You can imagine then how absolutely heartbreaking it is for me to note that nearly all reporting that I see is data in aggregate. Many tools include some default segments you can apply to any report you are looking at. Apply on the relevant reports to measure performance using key performance indicators. The Problem. All visits.

Analytics 123

Analytics Key Performance Indicator Metrics Measurement 123

Occam's Razor

FEBRUARY 7, 2011

I open GA's keyword report. But each keyword gets "credit" for other metrics. For paid search keyword reporting (volumes, competitive performance, CPS's etc.) please refer to the controlled experimentation section, page 205, in the book for more. And to visualize it in a report. Paid Search.

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94

Occam's Razor

OCTOBER 19, 2010

A huge vast majority of clicks coming from search engines continue to be organic clicks (which is why I love and adore search engine optimization). Mongoose Metrics ~ ifbyphone. I know Mongoose Metrics a bit more and have been impressed with their solution and evolution over the last couple of years. Google Website Optimizer.

Analytics 135

Analytics Testing Measurement Optimization 135

Occam's Razor

JANUARY 9, 2012

If you are doing lame stuff, why try harder in an analytics context by asking for Economic Value or Visitor Loyalty or Conversation Rate or a thousand other super powerful and insightful metrics ? All while constantly optimizing your portfolio via controlled experiments. We are talking about taking controlled risks and optimization.

Marketing 140

Marketing B2B Measurement Risk 140

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. The process that worked optimally for me was to send an email to 10 or so folks (a diverse set!). Create a report of the findings. The hard part.

Analytics 116

Analytics Cost-Benefit Testing Optimization 116