Business Intelligence and Data Analytics Courses

Business Intelligence and Data Analytics Fundamentals

Become proficient in fundamentals of business intelligence and data analytics. This course will provide the framework for you to understand, use and evaluate a variety of techniques and skills in analyzing data sets and making appropriate interpretations of the data.

Data Analytics Coding Fundamentals

This course will explore the fundamentals of coding and scripting for data analytics. You will develop the ability to script and code for basic tasks in data analytics in common data analytic tools such as R, Python and Excel. This will allow you to import and export data appropriately, perform fundamental data manipulations, and automate basic analysis elements.

Data Analytics Provisioning, Importing, Extracting and Manipulation

This course will explore the fundamentals of coding and scripting for data analytics. You will develop the ability to script and code for basic tasks in data analytics in common data analytic tools such as SQL, R, Python and Excel. This will allow you to import and export data appropriately, perform fundamental data manipulations, and automate basic analysis elements.

Data Visualization and Reporting

Develop your skills in data visualization and reporting. Learn how to use common industry reporting and visualization tools such as Excel and Tableau. You will also learn how to evaluate strengths and weaknesses of various data visualization techniques and the fundamentals of dashboard design for various types of reporting.

Machine Learning Fundamentals

This course covers fundamental concepts and components of machine learning (ML) such as Python programming, regression, classification and clustering, and essential tools, such as modern data visualization, and skills to fully understand the field of ML. This course is designed as an elective for the Professional Development Certificate in Business Intelligence and Data Analytics and a stand-alone course for those with data science and coding backgrounds. 

Additionally, the course is packed with practical exercises based on real-life examples, so you will also get some hands-on practice building your own models. This course will then ladder to an AI micro-credential that is currently under development. 

Predictive Data Analytics and Modelling

Using standard industry-accepted informatics tools, you will design and create descriptive, diagnostic and predictive models. Learn how to translate stakeholder needs into model designs and understand the ethical implications of the analytical models you use.