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Introduction
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Classroom Contents
Zipline - A Declarative Feature Engineering Library
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- 1 Introduction
- 2 Supervised Machine Learning
- 3 Machine Learning in Industry
- 4 Machine Learning Engineers
- 5 Goal
- 6 Key
- 7 Why is it so hard
- 8 Example
- 9 Aggregation
- 10 Reversibility
- 11 Time Complexity
- 12 Tile Problem
- 13 Change Data
- 14 Temporal Join
- 15 TriMerge
- 16 Query Topology
- 17 Feature Serving Stack
- 18 Architecture
- 19 Storage
- 20 Data Architecture
- 21 Data Classification
- 22 Query Log
- 23 Questions
