Data Analytics

Issued by Northeastern University

The earner of this badge built basic skills in data mining, data visualization, dimension reduction, model performance evaluation, machine learning modeling, and interpretation of model results. They demonstrated basic knowledge of multiple linear regression, k-nearest neighbors, naive Bayes, decision trees, logistic regression, and association rules. This training course was developed as part of the NSF award (NSFID: 1935646).

Additional Details

Skills

Data Mining
Data Visualization
Dimensionality Reduction
Machine Learning
Machine Learning Model
Performance Appraisal

Earning Criteria

Complete the online training course, IE 0420: Data Analytics
Review basic concepts of machine learning and data mining process
Discuss the basics of data exploration and visualization for analytics
Practice the evaluation of the performance of data mining algorithms on workout examples
Review essential statistical and mathematical components of data mining algorithms through illustrations, interactive learning objects, and explanations