bridgei2i

AUGUST 12, 2021

It uses the ROI pooling layer to extract a fixed-length feature vector from each region proposal. A note to the reader – a tried and tested Object Detection architecture gave this team promising results. Faster RCNN has been tested mostly with images that are 2000×2000 pixels. Image Source - [link].

Testing 52

Testing ROI Enterprise IT 52

Occam's Razor

JANUARY 7, 2019

To help kick-start your 2019 step change , I’ve written two “Top 10” lists, one for Marketing and one for Analytics – consisting of things I recommend you obsess about. Identify four relevant micro-outcomes to focus on in 2019. (In 2019's the year you get serious about serious analytics.

Marketing Analytics 88

Marketing Analytics Marketing Analytics Strategy 88

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

The ROI of human involvement When it comes to human involvement, the key difference is in the magnitude of costs associated with any one forecast cycle. This defines the ROI on the investment of human time. For example, we may prefer one model to generate a range, but use a second scenario-based model to “stress test” the range.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

O'Reilly on Data

MARCH 31, 2020

This has serious implications for software testing, versioning, deployment, and other core development processes. Product recommendations are easy; nobody is injured if you recommend products that your customers don’t want, though you won’t see much ROI. What delivers the greatest ROI? How do you select what to work on?

Management 339

Management Machine Learning Experimentation Metrics 339

Sisense

JULY 8, 2020

As of 2019, according to Bissfully’s 2020 SaaS trends report , smaller companies (0-50 employees) use an average of 102 SaaS applications, while mid-sized ones (101-250 employees) use about 137 SaaS applications. Marketing teams want better visibility into their ad performance across different platforms and the ROI on their spend.

Data Warehouse 90

Data Warehouse Data Lake Data-driven Cost-Benefit 90

Domino Data Lab

MAY 8, 2019

So much work in machine learning – either on the academic side which is focused on publishing papers or the industry side which is focused on ROI – tends to emphasize: How much predictive power (precision, recall) does the model have? Jupyter Book: Interactive books running in the cloud ” by Chris Holdgraf (2019-03-27).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

MAY 27, 2024

Case Study: Capital One Data Breach In 2019, Capital One experienced a data breach that exposed the personal information of over 100 million customers. The ROI of Cybersecurity Training Investing in cybersecurity training is not just a defensive measure; it’s a strategic investment that can yield significant returns.

Cost-Benefit 106

Cost-Benefit Statistics ROI Measurement 106

Domino Data Lab

AUGUST 8, 2019

Sci Foo 2019. provides ways to kill 2-3 birds with one stone: better recommendations for people leveraging that data, along with better data governance, along with better ROI on research funding. For example, meeting Carole Goble was one of the top highlights of Sci Foo 2019 for me. Do those concerns sound familiar?

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

MARCH 3, 2019

Evolving Data Infrastructure: Tools and Best Practices for Advanced Analytics and AI (Jan 2019). AI Adoption in the Enterprise: How Companies Are Planning and Prioritizing AI Projects in Practice (Feb 2019). I’m here mostly to provide McLuhan quotes and test the patience of our copy editors with hella Californian colloquialisms.

Data Science 49

Data Science Deep Learning Machine Learning Modeling 49

Jet Global

MAY 1, 2023

Return on Investment Now we bring it all together to calculate the ROI on embedded analytics. Costs: The investment in developing and maintaining the solution. “-1”: The formula assures that a positive ROI is achieved only when benefits exceed the costs. The formula looks like this: ($750k / $250k) = 3, so the ROI is 200 percent.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52

Andrew White

JANUARY 11, 2021

Storytelling is a nice one to use early on to test the approach. Our operational teams are dissuaded from embracing D&A pilot programs into their operations because the ROI is so small. How do we verify ROI on data and analytics efforts? For things like data science labs there is no ROI. Yes, and no. Data management.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Depict Data Studio

SEPTEMBER 17, 2019

You’ll also learn about 508 compliance, like how to test your visuals for sufficient foreground/background contrast, colorblindness legibility, and grayscale legibility using accessibility checkers. . Enrollment closes on October 1, 2019 —or, once the course reaches its capacity of 100 students, whichever comes first.

Visualization 40

Visualization Consulting Dashboards Reporting 40

Smart Data Collective

DECEMBER 19, 2019

© Statista 2019 Also, here is a list of some other stats. As per the report by AV-TEST Institute, over 856 million malware variants were created last year. According to the CTO of McAfee, it is very unfortunate that AI provides cybercriminals with the right tools to enjoy a great ROI. That is what I’m going to cover here.

Machine Learning 61

Machine Learning Reporting Testing Marketing 61

DataRobot

NOVEMBER 12, 2021

Although teams are starting to adopt third-party tools for deployment, 46 percent of survey respondents are not using a market-tested tool for deploying AI. Don’t Reinvent the Wheel: Adopt Tested AI Methods. In 2019, Beacon Street Services needed new data models to enable its marketing team to run more targeted and effective campaigns.

Cost-Benefit 98

Cost-Benefit Machine Learning Sales ROI 98