By the end of this course, you will be able to use an open-source programming platform and its related packages to:
- Understand your data
- Manipulate your data into desired formats
- Apply appropriate techniques to carry out Exploratory Data Analysis (EDA)
- Use suitable visualizations to communicate your findings
Introduction to Data Science
- What is data science?
- The different skills required of a data scientist
- Overview of the applications of data science
Data Types and Structures
- Understanding data types and structures
- Getting data into useful form
- Summarizing data
- Transforming data
Exploratory Data Analysis (EDA) with visualizations
- Univariate analysis
- Bivariate analysis
- Multivariate analysis
Communication with Markdown report
Certification
Participants who meet at least 75% of the required course attendance and attempt the assessment will be awarded the Certificate of Performance.
