O'Reilly on Data

MARCH 31, 2020

All you need to know for now is that machine learning uses statistical techniques to give computer systems the ability to “learn” by being trained on existing data. Measurement, tracking, and logging is less of a priority in enterprise software. Machine learning adds uncertainty.

Management 332

Management Machine Learning Experimentation Metrics 332

Smart Data Collective

NOVEMBER 25, 2021

It highlights the need for data encryption and other data security measures. First of all, let’s look into some statistics. The ROI of online education will continue to improve as academic institutions become more reliant on big data. What Research Shows. Big data technology is helping immensely.

Big Data 95

Big Data Risk Data-driven ROI 95

CIO Business Intelligence

MAY 27, 2024

CISOs are increasingly anxious because while they realize the ax will fall on them when the inevitable breach occurs, securing boardroom support for heavy investment in preventative measures, like training, is challenging in a world where revenue is demanded for each dollar spent. “The

Cost-Benefit 64

Cost-Benefit Statistics ROI Measurement 64

Insight

FEBRUARY 19, 2020

In 2019, Netflix alone released 371 new TV shows and movies. The genre uniqueness is a measure of how unique a movie’s combination of genre categories is relative to all movies in my data set. The ROI is simply the fraction of the budget that the movie makes back at the box office (i.e., ROI = Profit/Budget).

Risk 67

Risk ROI Modeling Metrics 67

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. With those stakes and the long forecast horizon, we do not rely on a single statistical model based on historical trends.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

Domino Data Lab

AUGUST 8, 2019

Sci Foo 2019. Their approach is to bombard “organoid” mini brains living in vats with potential cancer meds, to measure the meds’ relative effects. 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.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

MAY 8, 2019

Visualizations are vital in data science work, with the caveat that the information that they convey may be 4-5 layers of abstraction away from the actual business process being measured. measure the subjects’ ability to trust the models’ results. Use of influence functions goes back to the 1970s in robust statistics.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105