Welcome to the Discover and Practise (Online) learning path of the Data Modelling module of your Data Analyst Including Power BI apprenticeship programme.

This first learning path will focus on the below topics:

• Database Architectures
• Data Models and Business Requirements
• Data Modelling Types (Conceptual, Logical and Physical)
• Applying Normalisation Techniques
• Analytical Techniques (Probability, Statistical Distributions, Inferential Statistics, Inference for Numerical Data and Inference for Categorical Data)
• Machine Learning Algorithms and Methodologies

There is a second learning path on R Programming that you can access via Bud.

You will develop your practical skills through the completion of quizzes and practise questions.

Now let’s check what are the knowledge, skills and behaviours covered in the next lecture.