Machine Learning for Business Professionals

Overview

This course is designed to provide business professionals with an understanding of machine learning concepts, practical applications, lifecycle, and the ability to frame and evaluate machine learning problems. The course will focus on real-world machine learning solutions in business, covering various industries and use cases. Through hands-on workshops, participants will learn how to identify opportunities, examine and evaluate prerequisites for machine learning solution implementation.

Target Audience

• Business analysts
• Data analysts
• Business Professionals
• Management

Prerequisites

• Basic understanding of business processes and challenges
• No prior knowledge of machine learning or programming is required

Content

• Introduction to Machine Learning
  • What is machine learning and why it matters for business?
  • Key terminology and concepts
  • Types of machine learning: supervised, unsupervised, and reinforcement learning
  • Intuitive explanation of main machine learning algorithms
  • Overview of machine learning tools and platforms
• Machine Learning Applications in Business
  • Real-world case studies from various industries
• Machine Learning Lifecycle
  • Machine learning projects and solutions’ lifecycle
  • MLOps
• Machine Learning Problem Framing
  • Detailed hands-on exercise for framing and evaluating machine learning solution for real world problem

For all inquiries regarding education, please contact us at learn@croz.net.

More information:

• CROZ AI- Bring more cognitive automation into your business
• Automating ML Factory