Data engineering

_{Months 1-3}

Creating efficient and secure data infrastructure

• Design simple data solutions
• Considerations of networking and security in storage and flow of data
• Evaluate data storage solutions, including SQL and NoSQL
• Save costs through additional efficiency and security

_{Months 4-6}

Accelerating data solutions with DevOps principles

• Deepen understanding of a software system frequently used
• Create software
• Deploy software
• Use software to add efficiency to data analysis or processing

_{Months 7-9}

Driving business value with data engineering

• Design and implement data solutions
• Role of data storage in automation and analytics
• Design a data engineering solution
• Use solution to enable decision-making and quality analytics

Data strategy

_{Months 10-12}

Advancing your data strategy and governance

• Align data projects and technology to strategic goals
• Understanding governance for data strategy and analytics
• How technology can more efficiently and effectively drive business value
  

Data strategy

_{Months 1-3}

Managing data transformation projects

• Plan a project
• Refine your approach to managing risk, stakeholders and budgets
• Refine your communication skills
• Gaining buy-in to kick off and independently lead on value-add projects

Data science

_{Months 4-6}

Enhancing decision making with statistics

• Design an experiment
• Test a hypothesis
• Effectively communicate results
• Communication and visualisation techniques
• Insight for more robust decision-making and risk mitigation

_{Months 7-9}

Leveraging machine learning to improve efficiency

• Find a problem that machine learning could solve
• Develop your knowledge of machine learning methodology and algorithms
• Train a machine learning model
• Produce insight at larger scales, handling big data for more efficient and effective decision-making

Capstone project

_{Months 10-12}

Capstone project

• Produce a work-based portfolio combining prior learning
• Create (or significantly improve) a data product and write it up throughout these final 3 months