April 3, 2024Compute Instance vs Inference Instance in Machine LearningExplore the differences between compute and inference instances in machine learning, crucial for optimizing model training and deployment stages. This guide breaks down their specific roles, resource needs, and cost implications, helping you choose the right instance type for efficient machine learning workflows.
March 20, 2024Logistic Regression with Jupyter Notebook #4 (Model Deployment)Learn how to deploy your logistic regression model with Flask in this guide, covering everything from saving your trained model to setting up a web API for real-time predictions. Discover step-by-step instructions to create a prediction endpoint, ensuring consistent feature engineering and seamless model serving on any server environment.