Orientation and project planning
60 minutes using example data for a fictional fashion retailer: ABCD Dataset
Introductions to our team
Getting familiar with e platform
Organizational Tools - Managing users and Namespaces
- Using Namespaces for effective data and user segregation within your organization
- Adding other users to your subscription
- Managing user permissions (Read, Write, Admin)
Workspaces - Building and managing models
- Creating your first workspace and example exercises and datasets
Data Management - Loading unlabelled conversations or documents you want to work on
- How to monitor your subscription usage
- What is a datapoint and how they are calculated?
Integrations
Workflow - From Data to Intents, Entities, and NLU
- Data: Building and maintaining your model
- Intents: Managing created intents and annotating entities
- Entities: Managing entities and ensuring complete annotation coverage
- NLU: Monitoring model quality and testing utterances
Revisions - Stepping back changes
- Tracking changes made by users
- Clonging a workspace
Settings and Preferences - Overview of options available
Creating your first Workspace and Dataset from a HumanFirst demo dataset
- Conversations: Understanding context and metadata's significance
Key Concepts in the Data Tab
- Unlabelled vs Labelled data
- Stash Concepts
- Understanding the ephemeral nature and capacity of the stash
- Slice and Dice: Horizontal and Vertical similarity
- Similarity to stash
- Pinning and Peeking into an intent
Docs, APIs and Academy documentation walk through
Setting Goals for Projects
Planning Data Loading
- Example of efficient data loading
- Introduction to the Data Loading Toolkit
How to Request Support via the Portal
Humanfirst Users Slack Channels: Public and Private
Establishing a schedule for future onboarding sessions and other catchups
#
User Docs- Feature focused Docs: https://docs.humanfirst.ai/
- Workflow examples: https://docs.humanfirst.ai/docs/academy/
#
Technical Docs- API Specs: https://docs.humanfirst.ai/docs/api/
- Python Module with helper SDK for all APIs and objects: https://pypi.org/project/humanfirst/
- Example loading scripts: https://github.com/zia-ai/academy Loading Examples: https://docs.humanfirst.ai/docs/academy/loading_data/load_data