- Step1: Install the Determined AI platform from the official website or GitHub repository.
- Step2: Set up your computing environment to integrate with Determined AI (supports TensorFlow, PyTorch).
- Step3: Configure your experiment, including dataset, model architecture, and hyperparameters.
- Step4: Launch the experiment via the platform’s web UI or command-line interface.
- Step5: Monitor the experiment’s progress and results using the platform’s built-in tools for tracking and visualization.
- Step6: Iterate on your model by analyzing results and tweaking configurations.
- Step7: Leverage distributed training and hyperparameter tuning to optimize model performance.