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AI vs Machine Learning vs Deep Learning | Machine Learning Training with Python | Edureka

Machine Learning Training with Python: https://www.edureka.co/python ) <br>This Edureka Machine Learning tutorial (Machine Learning Tutorial with Python Blog: https://goo.gl/fe7ykh ) on "AI vs Machine Learning vs Deep Learning" talks about the differences and relationship between AL, Machine Learning and Deep Learning. Below are the topics covered in this tutorial: <br><br>1. AI vs Machine Learning vs Deep Learning <br>2. What is Artificial Intelligence? <br>3. Example of Artificial Intelligence <br>4. What is Machine Learning? <br>5. Example of Machine Learning <br>6. What is Deep Learning? <br>7. Example of Deep Learning <br>8. Machine Learning vs Deep Learning <br><br>Machine Learning Tutorial Playlist: https://goo.gl/UxjTxm

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AI vs Machine Learning vs Deep Learning | Machine Learning Training with Python | Edureka

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  1. Copyright © 2017, edureka and/or its affiliates. All rights reserved.

  2. Biggest Confusion: AI vs ML vs Deep Learning Artificial Intelligence Machine Learning Deep Learning Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  3. History of AI Artificial Intelligence The idea of Artificial Intelligence came into existence and the term AI was first coined in 1956 Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  4. Its all about 44 ZB 4.4 ZB Machine Learning Training with Python Copyright © 2018, edureka and/or its affiliates. All rights reserved. www.edureka.co/python

  5. Its all about ▪ High end computational Power ▪ Large Storage ▪ 70% of enterprise will implement AI over the next 12 month Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  6. What is Artificial Intelligence? “Artificial Intelligence is a technique which enables machines to mimic human behaviour” Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  7. “AI’s gonna look back on us the same way we look on fossils.” Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  8. AI Analogy: Construction in Church Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  9. Examples Of Artificial Intelligence Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  10. Image source: https://www.ubs.com/content/dam/ubs/microsites/artificial-intelligence/img-chapter-one-header.gif Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  11. Image Source: https://www.bloomberg.com/news/articles/2016-12-20/the-tesla-advantage-1-3-billion-miles-of-data>> Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  12. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  13. Why Machine Learning was Introduced? Statistics: How to efficiently train large complex models? Computer Science & Artificial Intelligence: How to train more robust versions of the AI systems? Neuroscience: How to design operational models of the brain? Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  14. “Machine Learning is a subset of AI technique which use statistical methods to What is Machine Learning? enable machines to improve with experience” Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  15. Example Of Machine Learning Y W = H-100 Weight in kg X Height in cm Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  16. Example Of Machine Learning Y Estimated Value Weight in kg Error Actual Value X Height in cm Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  17. Example Of Machine Learning Y Error Weight in kg Error Minimize Error X Height in cm Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  18. “Deep learning is a particular kind of machine learning that achieves great power and What is Deep Learning? flexibility by learning to represent the world as nested hierarchy of concepts or abstraction.” Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  19. Example Of Deep Learning • Sides = 4 • Closed • Perpendicular • Equal Sides Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  20. Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  21. Machine Learning vs Deep Learning Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  22. Deep Learning Machine Learning Copyright © 2017, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  23. Machine Learning vs Deep Learning Data Dependency Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  24. Machine Learning vs Deep Learning Hardware Dependency Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  25. Machine Learning vs Deep Learning Feature Engineering Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  26. Machine Learning vs Deep Learning Problem Solving Approach Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  27. Machine Learning vs Deep Learning Execution Time Copyright © 2017, edureka and/or its affiliates. All rights reserved. Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  28. Machine Learning vs Deep Learning Interpretability Copyright © 2018, edureka and/or its affiliates. All rights reserved. Machine Learning Training with Python www.edureka.co/python

  29. Copyright © 2017, edureka and/or its affiliates. All rights reserved.

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