Domino Data Lab

AUGUST 1, 2021

2016) for an example of this technique (LIME). Notice that the PDP generation and inspection acts globally – this approach considers all data samples and provides insights on the relationship between the selected independent variables and the target given the dataset as a whole. See Ribeiro et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Smart Data Collective

MAY 17, 2021

Caspar referenced the Cambridge Analytica fiasco and the data leak that affected over 500 million Facebook users to highlight the risks of mass profiling and how it can be used to influence political decisions. For instance, Facebook’s decision to buy WhatsApp in 2014 was based on data collected via the Onavo VPN.

Cost-Benefit 94

Cost-Benefit Advertising Data Collection Data-driven 94

Smart Data Collective

NOVEMBER 11, 2020

Since its conception, many individual athletes and teams have optimized their performances with the latest technology while enhancing entertainment value for fans. We recently talked about some of the changes that data has created in the game of golf. A study was held in 2016 that saw Big Data come into the scene.

Big Data 81

Big Data Scorecard Statistics Cost-Benefit 81

Occam's Razor

MARCH 30, 2017

While the phrase Artificial Intelligence has been around since the first human wondered if she could go further if she had access to entities with inorganic intelligence, it truly jumped the shark in 2016. trillion pictures in 2016. One key thing that stymied my efforts, and likely your ML efforts, in 2016 was Identity.

Marketing Analytics 166

Marketing Analytics Marketing Analytics Deep Learning 166

datapine

NOVEMBER 19, 2019

There are a large number of tools used in AI, including versions of search and mathematical optimization, logic, methods based on probability and economics, and many others. Such innovations offer the ability to transfer data over a network, creating valuable experiences for both the consumer and the business itself.

Technology 279

Technology Internet of Things IT IoT 279

Occam's Razor

APRIL 21, 2014

Identify where your company is currently, what the next optimal step is in the ladder and give it all your attention in terms of data analysis or analytics code fixes. They have still not embraced the strategy for optimizing for marketing portfolios and still obsess about optimizing silos (they learned this from their TV, Print etc.

Marketing Analytics 131

Marketing Analytics Marketing Analytics Measurement 131

Andrew White

JANUARY 9, 2022

– We did some early work a few years ago that look at the career path of a CDO – see from 2016 Build Your Career Path to the Chief Data Officer Role. 2016) though I have followed the topic in retail and CPG for years. It is designed for a CIO, CDO or D&A leader. Why lifespan of CDO is inferior at 2 years ?

Analytics 64

Analytics Measurement Modeling Data-driven 64