Decision making based on analytics

MBAI program course

Description

Course description:

Decision making is difficult. During the course, we will talk about different angles of the decision-making process starting from organizational context, experimental design, the requirement to the data that are used to derive analytics, statistical concepts used for the hypothesis testing and how experiments and hypotheses derive management decisions.
In addition, we will discover how to experiment with design principles that influence the feasibility of AI/ML solutions.

This course will walk students through different angles of the decision-making process. It is built to exercise uncertainty and gives instruments to fight it.

 

Skills-based objectives
Students should be able to:
⦁    basic statistics knowledge
⦁    basic proficiency in python 3
⦁    logical reasoning
⦁    communicating ideas and solutions to a practical problem in a written and oral form

 

Learning outcomes:
At the end of this course, the student should be able to:
⦁    Design real-life experiments
⦁    Analyze if experiment outcomes are statistically significant
⦁    Use decision-making frameworks
⦁    Analyze And Understand the business context of the AI/ML projects
⦁    Know and recognize potential issues with production AI/ML projects

 

Language: English

 

Price: UAH 24 000

 

Date: January 31-February 2

 

Course Outline:

  • Data driven decisions vs hunch
  • Experiment design principles
  • Data, datasets and its management
  • Statistics of decision making
  • Intellectual frameworks of decision making and biases
  • Decision making in AI/ML projects
  • Final Project Click here to enter text.

Contact us to get more details:

Viber, WhatsApp +380 67 441 01 11, [email protected]