Program Objectives & Learning Outcomes
At the end of this course, participants will:
Understand the key concepts and importance of data analytics in various industries.
Learn about the data analytics lifecycle, including data collection, cleaning, analysis, and presentation.
Develop competencies in gathering data from various sources, including databases, spreadsheets, and online repositories.
Learn techniques for data manipulation, including filtering, sorting, and aggregating data.
Use data manipulation tools and languages, such as SQL and Excel.
Manipulate and analyze data using basic statistical and exploratory techniques.
Present and communicate data analysis findings clearly and responsibly to stakeholders.
Understand and apply ethical considerations in handling and analyzing data.
Use key data analytics tools and software to perform data manipulation, analysis, and visualization.
Prepare for further study or careers in data analytics, with a solid foundation in the essential skills and knowledge required in the field.
Program Content
Module 1: Data Basics
- Define the concept of data
- Describe basic data variable types
- Describe basic structures used in data analytics
- Describe data categories
Module 2: Data Manipulation
- Import, store, and export data
- Clean data
- Organize data
- Aggregate data
Module 3: Data Analysis
- Describe and differentiate between types of data analysis
- Describe and differentiate between data aggregation and interpretation metrics
- Describe and differentiate between exploratory data analysis methods
- Evaluate and explain the results of data analyses
- Define and describe the role of artificial intelligence in data analysis
Module 4: Data Visualization and Communication
- Report data
- Create visualizations from data
- Derive conclusions from a data visualization
Module 5: Responsible Analytics Practices
- Describe data privacy laws and best practices
- Describe best practices for responsible data handling
Who should attend?
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200+
Courses Delivered
Covering leadership, operations, digital skills, customer service, and more.