Cutting-Edge AI, Microsoft Sessions

T15 From Novice to Expert: A Comprehensive Guide to Regression and Classification Model Training

08/05/2025

1:30pm - 2:45pm

Level: Introductory

Jean Joseph

Technical Trainer/Data Engineer

Microsoft

Unlock the power of data with our in-depth session on regression and classification model training, designed specifically for beginners. Whether you're just starting your journey in data science or looking to solidify your foundational skills, this session will guide you through the essential techniques and best practices.

We will demystify the art of regression and classification, breaking down complex concepts into easy-to-understand steps. Join us as we delve into the core concepts, explore practical applications, and demonstrate how to leverage Microsoft Fabric to build, train, and optimize your models. By the end of this session, you'll have the confidence and knowledge to transform raw data into actionable insights, setting you on the path from novice to expert.

You will learn:

  • Understand the Fundamentals: Participants will gain a solid understanding of the core concepts and techniques in regression and classification, including key differences and applications.
  • Hands-On Model Training: Attendees will learn how to build, train, and evaluate regression and classification models using Microsoft Fabric, with practical, step-by-step demonstrations.
  • Optimize and Interpret Models: Learners will acquire skills to optimize model performance and interpret results, transforming raw data into actionable insights for real-world applications.