AI and Machine Learning are very hot topics at the moment. In this workshop, I'll introduce you in the world of Data Science within Microsoft Fabric. The best part? No need for an advanced degree in Math!

We'll delve into:
- Exploratory Data Analysis: Understand the correlation between various data columns in your dataset. We'll visualize these with scatter diagrams, histograms, pair plots, correlation matrices.
- Introduction to Machine Learning: Distinguish between Classification vs. Regression Models. We'll also discuss test, validation, training data, model performance, and AutoML.
- AutoML with FLAML (Fast Library for Automated Machine Learning): an easy way to get started with Machine Learning without having to know al the algorithms.
- Regression Models using Auto-ML: Predict values such as revenue, stock, or house prices.
- Classification Models using Auto-ML: Determine classes, like identifying prospects most likely to make a purchase.