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Video library
Video library
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 Watson Knowledge Catalog, plus the other services that add tools to Watson Studio.
Note: The videos on this page provide a visual method as an alternative to written content in this documentation.
Select any video from the lists below to watch here.
Watch videos by role
Data scientists
Notebook examples
- Analyze NY restaurant inspections data
- Use Spark R to load data and run SQL queries
- Analyze precipitation data
- Analyze Johns Hopkins COVID-19 data
- Use Spark Machine Learning Libraries
- Analyze Db2 Warehouse data
- Use the SQL-Cloudant connector with Scala
- Use the SQL-Cloudant connector with Python
- Analyze data with IBM Analytics Engine
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
- Build a regression model by joining data sets
- Build a multiclass classification model by joining data sets
- Create a model that evaluates and improves fairness
- Perform sentiment analysis on text
- Create a pipeline to automate machine learning models
Decision optimization
Federated Learning
Data engineers
Data stewards
Watson Knowledge Catalog basics
Parent topic: Getting started