ZeroCore is a guided development platform that creates personalized user journeys for ML model development. It intelligently understands your goals and automatically directs you to the right tools, workflows, and platform components in the optimal sequence.
Analyzes your project requirements, data characteristics, and desired outcomes to understand exactly what type of model you need to build.
Creates a custom development journey with the optimal sequence of steps, tools, and platform components specific to your model type and requirements.
Automatically presents the right tools at the right time - from data preprocessing libraries to algorithm frameworks based on your current development stage.
Seamlessly connects you to Data Input Streams, Model Hub, and CortexFlow components as needed throughout your development journey.
Understands your data type, problem domain, and success criteria to determine the optimal development approach.
Creates a step-by-step development workflow with clear milestones and the right tools for each stage.
Guides you through each step with the right tools, automatically connecting to platform components as needed.
ZeroCore creates different development journeys based on your model type, ensuring you get the most relevant tools and workflows.
CNN-based workflows with image preprocessing and augmentation tools
Transformer-based workflows with text preprocessing and tokenization
LSTM/GRU workflows with temporal data processing tools
Collaborative filtering workflows with user-item interaction tools
See how ZeroCore creates personalized development journeys for different model types, automatically connecting you to the right tools and platform components at each stage.
From data ingestion to production deployment - see how ZeroCore guides your development process
Connect to image dataset via Data Input Streams
Image preprocessing and augmentation pipeline
CNN architecture design and implementation
Model training with CortexFlow integration
Model Hub storage and API endpoint creation
Eliminates guesswork by providing the exact tools and steps needed for your specific model type and requirements.
Reduces development time by automatically providing the right tools at the right moment in your workflow.
Automatically connects to all AICortex platform components as needed throughout your development journey.
ZeroCore intelligently selects and provides the optimal tools for each stage of your development journey based on your model type, data characteristics, and current progress.
Analyzes your current development stage, data type, and model requirements to automatically select the most appropriate tools and libraries.
Tools are provided exactly when needed in your workflow, with pre-configured environments and optimized settings for your specific use case.
Tools come pre-configured with optimal settings for your specific model type and data characteristics, eliminating trial-and-error setup.
Your dataset: 50,000 images, 224x224 pixels, 10 classes
Classification task identified → CNN architecture recommended
Large dataset → distributed training and augmentation needed
Automatically connects to relevant data sources based on your model requirements
Provides pre-trained models and templates relevant to your specific use case
Transitions your development to production training with optimized pipelines
Monitors your development journey and provides insights for optimization
Experience intelligent ML development with ZeroCore. Get personalized development journeys, smart tool selection, and seamless platform integration that guides you to success.