Machine learning for Developers
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The document discusses various applications of machine learning in everyday life, including spam classification, facial recognition, speech recognition, personalized recommendations, and predictive maintenance. It also covers essential machine learning languages, tools, and libraries, as well as cloud-based machine learning services offered by platforms like Microsoft Azure, Amazon, and Google. Additionally, the document provides links to resources, cheat sheets, and APIs related to machine learning.
Machine learning for Developers
- 1. Machine Learning for Developers Juv Chan Microsoft Azure MVP Twitter:@juvchan LinkedIn: Juv Chan Email: juvchan@hotmail.com
- 3. • Machine Learning Applications in Our Daily Life • Machine Learning Languages • Machine Learning IDE Tools • Machine Learning Libraries • Machine-Learning-As-A-Service (Cloud) • Machine Learning Cheat Sheet Agenda
- 4. Machine Learning Applications in Our Daily Life •Spam Classification
- 5. Machine Learning Applications in Our Daily Life •Facial Recognition (Facebook Auto Tag Suggestions) https://www.facebook.com/help/122175507864081 https://www.facebook.com/help/218540514842030
- 6. Machine Learning Applications in Our Daily Life •Speech & Text Recognition (Skype Translator) Real-time Speech and Instant Messages Translation
- 7. Machine Learning Applications in Our Daily Life •Personalized Product Recommendation
- 8. Machine Learning Applications in Our Daily Life •Sentiment Analysis (U.S. Election 2016 Twitter Buzz) #Election2016: US Presidential Candidate Twitter Buzz (https://interactive.twitter.com/candidateRace16/)
- 9. Machine Learning Applications in Our Daily Life •Predictive Maintenance
- 10. Machine Learning Applications in Our Daily Life •Video Analytics (Perimeter Intrusion Detection)
- 11. Primary Machine Learning Languages 2014/15 http://www.kdnuggets.com/2015/07/poll-primary-analytics-language-r-python.html
- 12. 2015 Top 10 Programming Languages - IEEE Spectrum http://spectrum.ieee.org/computing/software/the-2015-top-ten-programming-languages
- 13. Top Tech Stacks for Data Scientist - Stack Overflow 2016 http://stackoverflow.com/research/developer-survey-2016#technology
- 14. Most Common Machine Learning IDE Tools
- 15. Most Common Machine Learning IDE Tools
- 16. Most Common Machine Learning IDE Tools
- 17. Most Common Machine Learning IDE Tools
- 18. Most Common Machine Learning IDE Tools
- 19. Most Common Machine Learning IDE Tools
- 20. Most Common Machine Learning IDE Tools
- 21. Most Common Machine Learning IDE Tools
- 22. Most Common Machine Learning Libraries for R http://www.kdnuggets.com/2015/06/top-20-r-machine-learning-packages.html
- 23. Most Common Machine Learning Libraries for Python http://scikit-learn.org/
- 24. Most Common Machine Learning Libraries for Python http://pandas.pydata.org/
- 25. Most Common Machine Learning Libraries for Spark http://spark.apache.org/mllib/
- 26. Machine-Learning-As-A-Service (Cloud) Microsoft Azure Machine Learning Studio https://studio.azureml.net/ FREE to try WITHOUT Any Azure Subscription and WITHOUT Credit Card Required (Anonymous Guest Workspace) https://studio.azureml.net/Home/Anonymous
- 27. Machine-Learning-As-A-Service (Cloud) Amazon Machine Learning https://aws.amazon.com/machine-learning/
- 28. Machine-Learning-As-A-Service (Cloud) Google Cloud Machine Learning Alpha https://cloud.google.com/ml/
- 30. Machine Learning APIs Microsoft Cortana Intelligence Gallery https://gallery.cortanaintelligence.com
- 31. Machine Learning APIs Google Machine Learning APIs
- 32. Machine Learning APIs IBM Watson Services http://www.ibm.com/watson/developercloud/services-catalog.html
- 33. Azure Machine Learning: Algorithm Cheat Sheet http://aka.ms/MLCheatSheet