Lesson 4.4 Planning Machine Learning Solutions for a Startup
Objective:
Students will explore and apply machine learning concepts to develop competitive strategies for their startup business, aligned with Porter's Generic Competitive Strategies.
Lesson Overview:
This lesson focuses on understanding how startups can leverage machine learning solutions for competitive advantage. Students will engage in research, collaboration, and problem-solving to develop machine learning applications for a fictional startup.
Students will explore and apply machine learning concepts to develop competitive strategies for their startup business, aligned with Porter's Generic Competitive Strategies.
Lesson Overview:
This lesson focuses on understanding how startups can leverage machine learning solutions for competitive advantage. Students will engage in research, collaboration, and problem-solving to develop machine learning applications for a fictional startup.
Learning Goals
Learning Goals
By the end of this lesson, students will be able to:
Understand the role of machine learning in business strategy and innovation.
Analyze different data types (structured and unstructured) and their significance in machine learning applications.
Apply Porter's Generic Competitive Strategies to identify competitive advantages for a startup using machine learning.
Collaborate with peers to develop and critique machine learning solutions.
Present their proposed machine learning applications in a structured, logical manner.