Video library
Watch short videos for data scientists, data engineers, and data stewards to learn about Cloud Pak for Data as a Service. The videos and accompanying tutorials are task-focused and provide hands-on experience using the core services of Watson Studio, Watson Machine Learning, and IBM Knowledge Catalog, plus the other services that add tools to Watson Studio.
Note: These videos provides a visual method to learn the concepts and tasks in this documentation.
First watch the Cloud Pak for Data overview video.
Select any video from the lists below to watch here.
Watch videos by role
Video disclaimer: Some minor steps and graphical elements in the videos on this page might differ from your platform.
Data fabric use cases and video tutorials
AI governance
Data Science and MLOps
Master Data Management
Data scientists
Build models with AutoAI
- Run a sample AutoAI experiment to create a model
- Build a binary classification model
- Build a multiclass classification model
- Train a multivariate time series model
- Run a time series experiment in a notebook
- Create a model that evaluates and improves fairness
- Perform sentiment analysis on text
- Create a pipeline to automate machine learning models
- Data fabric: Orchestrate an AI pipeline with model monitoring
- Data fabric: Orchestrate an AI pipeline with data integration
Federated Learning
Data engineers
DataStage
- Data fabric: Integrate data
- Add connected data from a data source to a project
- Create a simple DataStage flow
- Import a DataStage flow into a project
- Schedule a DataStage flow to run
- Create a data definition
- Use DataStage to load enterprise data into Snowflake
- DataStage connectors and stages video series
Data stewards
IBM Knowledge Catalog basics
Administrators
Project administrators
Parent topic: Getting started