Outline
- Analytics in Industry 4.0
- Understand the basic concepts of diagnostic analytics
- Understand how predictive analytics techniques could be used to forecast demand
- Apply basic prescriptive analytics to recommend stocking level of several products sharing WIP space
- Understand how smart systems should be designed to work with humans responsible for business outcomes
- Data Analytics Begins with Me
- Painting the big picture –Big Data and Data Analytics
- The Data Analytics Process
- Introduction to Machine Learning
- A Primer on Artificial Intelligence
- Introduction to Statistical Concepts
- Data Cleaning Concepts/Techniques
- Data Visualisation Begins with Me
- List how visualisation is useful in a variety of settings
- Apply visualisation to data to understand and analyse it
- Communicate analysis effectively with data visualisations
- Quantitative Data Reasoning Bootcamp
- The logic of reasoning quantitatively with data
- Hypothesis formulation, operationalising constructs
- Data collection and cleaning
- Use of descriptive statistics and data visualisation methods
- The role of probability in reasoning with data
- Statistical inference –drawing conclusions from our data
- Using models –how to mathematically represent relationships in our data
- How to effectively communicate our results
Programme scope, delivery arrangements and suitability are confirmed during enquiry.