Data Science with R Online Training Course Content

Exploratory Data Analysis and Visualization

• Exploratory Data Analysis
• Data Collection and Curation
• Data Visualization

R for Data Science

• Introduction to R
• Data Manipulation and Visualization with R
• Data Pre-Processing with R

Data Mining

• Creating Business Value using Data Mining for Actionable Insights
• Association Rules and Collaborative Filtering

Data Analysis for Evidence Based Decision Making

• Regression Analysis: Estimating Relationships
• Multiple Regression
• ANOVA and Experimental Design

Industry Applications of Advanced Analytics Models

• Implementing Predictive Analytics Models for Industry Use Cases
• Implementing Machine Leraning Models for Industry Use Cases

Big Data Analytics with Spark

• Introduction to Big Data
• Machine Learning in Spark

Project Management in Analytics

• Managing Impactful Analytics Projects for Internal Clients
• Best in Class Project Management to Delight your External Clients
• Successful Project Outsourcing

Information to Insight

• Advanced Visualization
• Storytelling with Data

Career Management

• Career Advancement and Growth