Please explore and critically think about some of the learning outcomes (See below). Please effectively communicate how you

Please explore and critically think about some of the learning outcomes (See below). Please effectively communicate how you would lead an organization (or a group of people within the organization) by applying the knowledge you have learned ethically and responsibly. 

Your discussion should also include innovative thinking, and information-technology aspects (such as the Internet, social-media, computers, and so forth) that may assist you in decision-making.

Learning outcome

You may frame your discussion around any functional component of business, and in any context; problem-solving, management, leadership, organizational behavior, and so forth

Concepts of Business Intelligence (BI), Analytics, and Data Science

Descriptive Analytics; nature of data, statistical modeling, and visualization, BI and data warehousing 

Differentiate the various types of Predictive Analytics; Data mining process, methods, algorithms, text, web, and social media analytics, optimization and simulation.

Examine Big Data concepts and tools

Evaluate and appraise the new Trends and privacy, ethical issues involved in data science and analytics. 

Be able to formulate a construct in terms of Managerial considerations in analytics.

7.  Support and explain the Quantitative reasoning aspect of data science and analytics when making managerial decisions