Occam's Razor

FEBRUARY 8, 2021

At different points of the day, sometimes from one minute to the next, I have to switch gears so that I can be fully present as both a good employee and a good people leader. From observing behavior closely, and from my own experimentation and failure, I've noticed consistent patterns in what great employees do and great bosses do.

Strategy 132

Strategy Statistics Cost-Benefit Marketing 132

Ontotext

APRIL 3, 2024

In this post we present you with insight gathered at the Knowledge Graph Forum during the panel on Financial Services. Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. These are not statistical inferences. What is a customer? What is fraud?

Technology 59

Technology Risk Digital Transformation Measurement 59

Domino Data Lab

DECEMBER 4, 2020

Domino Lab supports both interactive and batch experimentation with all popular IDEs and notebooks (Jupyter, RStudio, SAS, Zeppelin, etc.). We can also check for missing values, although it appears that none are present. We can group by study arm and calculate various statistics as mean and standard deviation.

Metrics 59

Metrics Data Science Knowledge Discovery Measurement 59

Alation

SEPTEMBER 28, 2022

Daily Interactions. Technical environments and IDEs must be disposable so that experimental costs can be kept to a minimum. Quality must be monitored continuously to catch unexpected variation cases and produce statistics on its operation. This presents a huge time and energy saver for the analytics teams at large!

Cost-Benefit 52

Cost-Benefit Data Quality Manufacturing Testing 52

Domino Data Lab

JUNE 23, 2019

Pete Skomoroch presented “ Product Management for AI ” at Rev. 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. Session Summary.

Management 110

Management Machine Learning Experimentation Metrics 110

Domino Data Lab

MAY 8, 2019

They also require advanced skills in statistics, experimental design, causal inference, and so on – more than most data science teams will have. Backstage at Strata UK, I got to chat briefly with James Burke just before he walked on stage to present one of the most fascinating keynote talks I’ve ever attended.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Occam's Razor

SEPTEMBER 13, 2016

Here is my slide the first time I presented the concept in a keynote… Cute, right? :). Hypothesis development and design of experimentation. Ok, maybe statistical modeling smells like an analytical skill. Pattern recognition and understanding trends. Argumentation and logical thinking. Strategic thinking skills.

Modeling 127

Modeling Reporting Strategy Consulting 127

Occam's Razor

MARCH 23, 2010

Part of it is fueled by a vocal minority genuinely upset that 10 years on we are still not a statistically powered bunch doing complicated analysis that is shifting paradigms. If you don't have a robust experimentation program in your company you are going to die. Part of it fueled by some Consultants. Likely not.

Analytics 118

Analytics Consulting Metrics Experimentation 118

Domino Data Lab

AUGUST 26, 2019

To support the iterative and experimental nature of industry work, Domino reached out to Addison-Wesley Professional (AWP) for appropriate permissions to excerpt the “Tuning Hyperparameters and Pipelines” from the book, Machine Learning with Python for Everyone by Mark E. Choice and Assessment of Statistical Predictions by Stone.

Testing 79

Testing Modeling Machine Learning Metrics 79

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). Bonus: Interactive CD. Immediately actionable web analytics (your biggest worries covered).

Analytics 60

Analytics Metrics Marketing Dashboards 60

Domino Data Lab

AUGUST 22, 2019

In the present chapter [excerpt], we cover code that will enable you to create your own word vectors as well as to provide them as an input into a deep learning model. Although it’s not perfect, [Note: These are statistical approximations, of course!] Interactive bokeh plot of two-dimensional word-vector data. Example 11.6

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

IBM Big Data Hub

SEPTEMBER 25, 2023

Presto is an open source distributed SQL query engine for data analytics and the data lakehouse, designed for running interactive analytic queries against datasets of all sizes, from gigabytes to petabytes. Data Exploration and Innovation: The flexibility of Presto has encouraged data exploration and experimentation at Uber.

OLAP 93

OLAP Data Lake Data-driven Snapshot 93