Found free AI software-Context and Sagify-AI

This is a command-line tool that helps users train and deploy machine learning/deep learning models on AWS SageMaker. Users can complete the entire process by following a few simple steps.

Sagify is a command-line tool designed specifically for AWS SageMaker, providing a simple and efficient way for machine learning and deep learning enthusiasts, data scientists, and developers to train and deploy models. Without the need for tedious configuration, you can complete the entire model development cycle on AWS SageMaker by following a few simple steps: 1. Project Initialization With Sagify, you can easily initialize a new machine learning project. Sagify will create a standard project structure for you, including training scripts, data directories, and configuration files, allowing you to start working immediately. 2. Data Preparation Upload your data to AWS SageMaker, and Sagify will handle the details of data preparation for you. Simply provide the location of the data and let Sagify take care of data preprocessing, transformation, and splitting. 3. Model Training Training models becomes effortless with Sagify. Just run a simple command, and Sagify will automatically start the SageMaker training job, monitor the training progress, and provide real-time feedback on the training logs. 4. Model Deployment Once your model training is complete, Sagify can help you easily deploy the model to AWS SageMaker endpoints. Whether it's batch inference or real-time endpoints, Sagify can meet your needs. 5. Automation and Integration Sagify supports CI/CD integration and can be easily integrated into your automation workflows. You can customize triggers to automatically retrain and deploy models when updates are made.