Smart Data Collective

JUNE 14, 2022

You can use data mining tools to evaluate feedback from customer surveys and other resources that will help you get a better understanding of their expectations. You can also use your own data analytics dashboards to see what customers are telling you. Use Data Analytics to Optimize Your Social Media Strategy.

Big Data 105

Big Data Data mining Metrics Sales 105

Rocket-Powered Data Science

DECEMBER 16, 2018

An example of a cold start problem is k -Means Clustering, where the number of clusters k in the data set is not known in advance, and the locations of those clusters in feature space ( i.e., the cluster means) are not known either. What data do we have? Which combinations of data have we not explored yet?

Machine Learning 203

Machine Learning Metrics Optimization Data Science 203

Domino Data Lab

AUGUST 1, 2021

but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. Instead, you should focus on how techniques like PDPs and LIME can be used to gain insights into the model’s inner workings and how you can add those to your data science toolbox. See Wei et al. References.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139