1. Hadoop + Mahout Anton Slutsky, Lead Data Scientist, EPAM Systems
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2. Agenda
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3. Machine Learning vs. Statistics
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4. Types of Machine Learning
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5. Machine Learning Applications
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6. Machine Learning and Data
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7. Obligatory Big Data Slide
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8. Hadoop
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9. Apache Mahout
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10. Why Hadoop + Mahout?
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11. Machine Learning Applications
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12. Machine Learning Applications
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13. Hadoop + Mahout Algorithm
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14. Get data into Hadoop
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15. Convert data into Mahout format
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16. Mahout format – Sequence File
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17. Learn model from Data
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