Machine Learning 101: Data Science for Non-Data Scientists

Discover the world of machine learning with our accessible training session, tailored for business professionals, managers, and those new to data science, this course demystifies machine learning concepts and tools. You'll learn how to apply machine learning to solve everyday business challenges and gain insights into implementing these technologies in your work.

Key Topics

  1. Demystifying Machine Learning: Concepts and Uses

    • Start with the basics of machine learning, understanding what it is, how it works, and its potential impact on businesses. This segment covers fundamental concepts, different types of machine learning, and real-world applications, making the subject approachable and relevant.

  2. Simple Machine Learning Tools for Everyday Business Problems

    • Explore user-friendly machine learning tools that can address common business problems. Learn to analyze trends, make predictions, and gain insights from data using accessible software and platforms, no coding required.

  3. Implementing Machine Learning

    • Delve into the practical aspects of implementing machine learning solutions. This part provides a roadmap for integrating machine learning into business processes, including planning, execution, and measuring effectiveness.

Session Format

A mix of lectures, case studies, and interactive workshops. Participants will engage in hands-on activities using simple machine learning tools, facilitating a practical understanding of the concepts taught.

Intended Audience

Ideal for business professionals, managers, and anyone interested in leveraging machine learning but lacking a technical or data science background.

Session Outcomes

Attendees will leave with a clear understanding of machine learning fundamentals, practical skills in using basic tools for business applications, and confidence in implementing machine learning solutions in their organizations.