Mini-MBA™: Data Driven Management - Curriculum

A Business Lens on Data - Past, Present & Future

Start by gaining an understanding of the evolving data landscape. We will look at the history of data production and consumption, and how it has changed over time. Achieve a level of comfort with an understanding of the different way companies monetize their data assets.

Specific topics covered include:

  • The Rise of Data – a Historical Journey
  • Business Challenges and the Models that Address Them through Data Monetization

 
Scratching the Data Itch

Define business problems and articulate goals associated with solving them. We will identify and gather the data sets leveraged to gain insight into business problems, conducting exploratory data analysis to identify and verify potential solutions.

Specific topics covered include:

  • Creating Problem Statements
  • Collecting, Cleaning, and Exploring Data and Analysis


Hungry Datapiller: Insightful Visualization from Messy Data

According to McKinsey, organizations are hungry to use data to grow and improve performance.  So, building on the identification of business problems, we will use statistical concepts to perform hypothesis testing to expose insights from data. Visual stories will emerge from the data to convey possible solutions to supervisors using modern visualization techniques.

Specific topics covered include:

  • Testing Hypotheses
  • Visualizing and Communicating Data 
     

Taming the Data Hog

Learn how to gather relevant data inputs for models from a wide variety of sources. We will implement solutions through model creation, model testing, and operationalization, while continuously updating models to stay current with changes to sources of model input. 

Specific topics covered include:

  • Creating, Testing, and Monitoring Maturity of Data Models
  • Operationalizing and Maintaining the Data Life Cycle

 

Respecting Privacy & Regulations

Gain a thorough understanding of privacy and ethics around data usage. Important topics like access controls, data storage laws, and anonymizing data will be covered. We will discuss ways to stay current with trends, advances, and regulations in the ever-evolving world of data.

Specific topics covered include:

  • Data Governance
  • Privacy and Ethics 
     

KEY TAKEAWAYS

On completion of this course, a manager will be able to understand the:

  • Process of Leveraging Data to Make Decisions
  • Data Landscape, Both Internal and External
  • Collection, Organization, Exploration, and Visualization of Data
  • Creation, Operationalization, and Maintenance of Analytical Models
  • Data Ethics, Governance, and Regulatory Laws on Data Usage
  • Scope and Management of Data and Analytics Projects

At the end of the program, managers will have the tools and confidence necessary to formulate a good data-driven plan and have the knowledge, skills, and thought process to execute on their ideas.