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From Machine Learning to Learning Machines: Creating an End-to-End Cognitive Process with Apache Spark™

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Spark Summit EU talk by Dinesh Nirmal

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From Machine Learning to Learning Machines: Creating an End-to-End Cognitive Process with Apache Spark™

  1. 1. From Machine Learning to Learning Machines Dinesh Nirmal Vice President, Product Development IBM Analytics @DineshNirmalIBM
  2. 2. Rapid speed of development Act with intelligence Changing business rules When to use machine learning
  3. 3. Ingest Data Extract Features Train Model Deploy Model The (incomplete) machine learning process Make Predictions Human intervention
  4. 4. Ingest Data Extract Features Train Model Deploy Model Machine Learning to Learning Machines Continuous feedback, auto modeling, retraining Make Predictions
  5. 5. Collaboration Data Scientists, Developers, Business Analysts Convergence Best of breed machine learning technologies Simplicity Automated, Guided, Intuitive Design Principles of Learning Machines
  6. 6. Ecosystem of partners From idea to demo in 5 months
  7. 7. Watson Data Platform Data Engineering Data Science Business Analysis App Development open  intelligent  hybrid Experiences task-specific, collaborative Data and Analytics Services comprehensive
  8. 8. Visit us Booth 439 IBM.co/dataworks Booth P5 spark.tc NH Carrefour De L'Europe bit.ly/ML-Meetup

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