Updating the interface and loading the latest catalog signals.
Use curated collections for fast entry, then narrow the catalog with the filter rail when you need precise fit.
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Courses for learners building core AI fluency.
Agent systems, workflow orchestration, and practical tooling.
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This course module teaches the fundamental concepts and best practices of working with categorical data, including encoding methods such as one-hot encoding and hashing, creating feature crosses, and common pitfalls to look out for.
Experienced builders who need a deeper technical track.
50 minutes
Self paced
Advanced
Certificate available
English
fresh
Official-source checked
This course module teaches fundamental concepts and best practices for working with numerical data, from how data is ingested into a model using feature vectors to feature engineering techniques such as normalization, binning, scrubbing, and creating synthetic features with polynomial transforms.
Experienced builders who need a deeper technical track.
85 minutes
Self paced
Advanced
Certificate available
English
fresh
Official-source checked