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Classroom Contents
Hopsworks - The Python-Centric Enterprise Feature Store
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- 1 Introduction
- 2 What is a feature store
- 3 How does a business add value
- 4 ML Operations
- 5 Feature Store for ML
- 6 How do I get data into it
- 7 How do we write feature pipelines
- 8 Writing data to the feature store
- 9 Feature views
- 10 Python
- 11 Feature Pipeline
- 12 Feature Quality
- 13 RealTime Features
- 14 Feature View
- 15 Point in Time Correct Join
- 16 Preengineered features
- 17 Incremental training
- 18 Saving training data
- 19 Hopsworks properties
- 20 Hopsworks demo
- 21 Demo project
- 22 Data preview
- 23 Feature group activity
- 24 Training data sets
- 25 Intrusion detection example
- 26 Sample log click logs
- 27 Models
- 28 Model Data
- 29 Connecting to the Feature Store
- 30 Creating an API Key
- 31 Accessing the Platform
- 32 Predicting
