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Classroom Contents
Machine Learning at Scale with MLflow and Apache Spark
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- 1 Intro
- 2 About me
- 3 Agenda
- 4 Statistics
- 5 Common issues
- 6 Painful journey
- 7 Machine learning ecosystem
- 8 Data lake
- 9 Python Libraries
- 10 MLflow Tracking Server
- 11 Prediction
- 12 Real Project
- 13 Picking the news
- 14 Python Notebooks vs Spark
- 15 Versioning Data
- 16 Spark vs MLflow
- 17 QA
- 18 Regulation
- 19 Question
