KDnuggets

DECEMBER 5, 2023

The article discusses how Bayesian multi-armed bandit algorithms can optimize digital media title selection, surpassing traditional A/B testing methods, demonstrated with a Python example, to boost audience engagement and decision-making in content creation.

Digital Media 110

Digital Media Media Algorithm Python 110

WeCloudData

OCTOBER 19, 2021

Precision vs Recall: i.e., “cost of targeting the wrong user is much smaller than the cost of failing to target the right user”. It showed our capability in handling large amount of data and provide the data-driven insights in new areas.

Consulting 52

Consulting Digital Media Machine Learning Media 52

WeCloudData

OCTOBER 19, 2021

Precision vs Recall: i.e., “cost of targeting the wrong user is much smaller than the cost of failing to target the right user”. It showed our capability in handling large amount of data and provide the data-driven insights in new areas.

Consulting 52

Consulting Digital Media Machine Learning Media 52

U-Next

SEPTEMBER 7, 2022

Example of Collaborative filtering algorithms: . The content-based filtering (CBF) algorithm makes suggestions based on specific item attributes by identifying similarities. The PVR algorithm was developed since it was so important for OTT (Over-the-Top) services to understand consumer preferences. The Code . Example: .

Machine Learning 40

Machine Learning Systems Algorithm Datasets 40

Netflix Tech

NOVEMBER 11, 2022

Even though such techniques can scale security solutions proportional to the service size, they bring their own set of challenges such as requiring labeled data samples, defining effective features, and finding appropriate algorithms.

Machine Learning 127

Machine Learning Digital Media Datasets Media 127

Knowledge Hut

NOVEMBER 28, 2023

Using algorithms and statistical models, Silver and other analysts make forecasts about politics, sports, the economy, and other topics. It is a leading provider of digital media and has released several high-profile scoops. Statistician Nate Silver founded FiveThirtyEight. The complete data dump can be found in the link below.

Datasets 96

Datasets Data Science Project Machine Learning 96

U-Next

OCTOBER 27, 2022

Modern marketers are turning to Artificial Intelligence marketing strategies that use AI approaches and technologies such as data models, algorithms, and Machine Learning to optimize budgets, tailor content, and personalize the consumer experience. What is AI (Artificial Intelligence) Marketing? . Marketing Operations.

Designing 40

Designing Machine Learning Media Digital Media 40