Duration
1 day
What You’ll learn
- Get familiar with Data Analytics and its usage
- Understand the research process and how they can define business problems
- Understand how they can build a data science team
- Recognize the differences among Descriptive, Predictive, and Prescriptive Analytics
- Get familiar with data cleaning and data wrangling in R
Introduction
- The Research Process
- Planning for Analysis
- Building a Data Science Team
- Managing Data Analysis Projects
- Exploratory Analytics: Concept, Usage, and Techniques
- Predictive Analytics: Concept, Usage, and Techniques
- Prescriptive Analytics: Concept, Usage, and Techniques
- Some case studies on Analytics in national security
- Data Import and Data Structuring
- Cleaning Your Data
- Querying and Filtering Data with data.table
- Queries and Filtering Exercises
- Using dplyr on one and multiple Datasets
- Integrate SQL into R
- Detecting Outliers
- Working with Strings - Regular Expressions
- Working with Dates and Time
Programme scope, delivery arrangements and suitability are confirmed during enquiry.