Location

Community Services & Continuing Education - Cairo

Objectives

• BigQuery ML enables users to create and execute machine learning models in BigQuery by using SQL queries. The goal is to democratize machine learning by enabling SQL practitioners to build models using their existing tools and to increase development speed by eliminating the need for data movement

Outcomes

-BigQuery ML to create a binary logistic regression model using the CREATE MODEL statement-The ML.EVALUATE function to evaluate the ML model-The ML.PREDICT function to make predictions using the ML model

Course Contents

-Intorduction to ML using BigQuery-Prediciting Sales Values using Linear Regression-Prediciting Cutomer Decicions using Logisitc Regression-Classifying Trees with Multiclass Logisitc Regression-Clustering using K-means Algorithm-Forecasting Sales using Time Series Techniques