Deepen is a platform that provides AI-powered tools for developers to build and deploy machine learning (ML) models.
Features
Model Development:
🧠 Pre-trained Models: Access a library of pre-trained ML models, expediting model development.
🖥️ GUI for Model Development: Utilize a user-friendly graphical interface to build and train ML models without coding.
🧾 Model Training Algorithms: Choose from a variety of model training algorithms to suit your specific needs.
📊 Model Performance Metrics: Monitor model performance during training and deployment with various performance metrics.
Model Deployment:
☁️ Cloud-Based Deployment: Deploy ML models to the cloud, simplifying production deployment without infrastructure concerns.
🏢 On-Premises Deployment: Enjoy the flexibility to deploy ML models on-premises, providing greater control over your deployment environment.
🌐 Model Serving: Serve ML models in production through APIs and other interfaces, making them accessible to users.
📈 Model Accuracy Monitoring: Keep track of model accuracy in production, facilitating prompt identification and resolution of performance issues.
⏱️ Model Latency Monitoring: Monitor model response times in production to ensure models remain responsive to user requests.
📈 Model Throughput Monitoring: Track model throughput to ensure models can handle expected levels of traffic.
