Showing all 4 results


    Data Science with R: Machine Learning

    This 35-hour course introduces both the theoretical foundation of machine learning algorithms as well as their practical applications of machine learning techniques in R. It will introduce you to data mining, performance measures and dimension reduction, regression models, both linear and generalized, KNN and Naïve Bayes models, tree models, and SVMs as well as the Association Rule for analysis. After successfully completing of this course, you will be able to break down the mathematics behind major machine learning algorithms, explain the principles of machine learning algorithms, and implement these methods to solve real-world problems.

    March 11, 2017 - April 8, 2017 10:00am-5:00pm Other Dates
    Data Science with R: Data Analysis and Visualization

    This course is a 35-hour program designed to provide a comprehensive introduction to R. You’ll learn how to load, save, and transform data as well as how to write functions, generate graphs, and fit basic statistical models with data. In addition to a theoretical framework in which you will learn the process of data analysis, this course focuses on the practical tools needed in data analysis and visualization. By the end of the course, you will have mastered the essential skills of processing, manipulating and analyzing data of various types, creating advanced visualizations, generating reports, and documenting your codes.

    March 11, 2017 - April 8, 2017 6:30-9:30 pm Other Dates
    Intro to Data Science with R (2-day intensive)

    This course is a 2-day intensive workshop on basic R programming. You’ll learn how to load, save, and transform data as well as write functions, generate graphs, and run basic statistical models. You’ll acquire not only the theoretical framework that helps you understand the process of data analysis, but also practical skills that allow you to utilize as soon as you get back from the course.

    February 16, 2017 - February 17, 2017 9:00am-5:00pm
    Deposit Only - Data Science Bootcamp: Intensive 12-Week
    April 3, 2017 - June 23, 2017 Other Dates