Course Outlines

​

Our Data Science courses are designed for full-time employees who want to perform Data Science techniques on their organization's data to gain valuable insights.  Our courses are primarily taught in R and R Studio.  However, we also deliver courses in Python and SAS.

Download the Course Outlines Below:

​​

• Introduction to Data Science

• Basics of R Programming

• EDA I - Graphing and Descriptive Statistics

• EDA II - Data Wrangling

• EDA III - Visualizations

• Data Visualizations using ggplot2

• Statistical Analysis in R

• Regression Analysis

• Introduction to Machine Learning (ML)

• Feature Engineering and Selection

• Decision Tree Analysis in R

• Unsupervised Learning Models for Text

• Social Medial Analysis in R

• Cluster Analysis

• Ensemble Modeling

• R Markdown

• Applications in R Shiny

​

​

Advanced Available Courses:

• Predictive Modeling 

• Advanced Machine Learning 

• Artificial Intelligence

• NLP, Social and Text Mining

• Marketing Analytics

• Anomoly Detection

• Neural Networks

​

​

Call Today!
678-432-0218