Machine Learning and Artificial Intelligence; Our future relationship with the machines
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The difference between Machine Learning and Artificial Intelligence. A discussion on the various future scenarios of working with Big Data and how human can compliment machines to solve more complex challenges
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Machine Learning and Artificial Intelligence; Our future relationship with the machines
- 1. Machine Learning / Artificial Intelligence OUR FUTURE WITH THE MACHINE ALEX POON 2/27/2014
- 2. ALEX POON • VP Engineering @ Outbrain (JUST QUIT) • Co-founder of Visual Revenue (Acquired by Outbrain 2013) • Love scalable systems, machine learning; Fascinated by Robots • Used to build signal intelligence software for Unmanned Aerial Vehicle (UAV) • Play Zerg in Starcraft II
- 5. ARTIFICIAL INTELLIGENCE The INTELLIGENCE exhibited by machines or software, and the branch of computer science that develops machines and software with INTELLIGENCE. MACHINE LEARNING A branch of artificial intelligence, concerns the construction and study of systems that can LEARN from data SOURCE WIKIPEDIA
- 6. intelligence REASONING Human Only Human + Data Informed algorithmic Human + Machine Assisted Machine Only http://x.ai/2014/01/23/our-future-relationship-with-robots/ manual ACTION automatic
- 7. intelligence REASONING Human Only Human + Data Informed algorithmic Human + Machine Assisted Machine Only http://x.ai/2014/01/23/our-future-relationship-with-robots/ manual ACTION automatic
- 8. What about the future? HUMAN ONLY MACHINE ONLY
- 9. FUTURE: A little bit of both More Data Sources Working with Machines Natural Languages Now H Only H + Data Informed H+M Assisted M Only Future H Only H + Data Informed H + M Assisted M Only
- 12. SUMMARY • Strong Machine Learning techniques != Intelligence • In the near future, more data, sensors, natural language input • Machine and human cooperate to solve complex problems • Human judgments can improve algorithms when done right • We can partner with machines if we understand them
- 13. ALEX POON alexpoonnyc@gmail.com @alexpoon06 Excited about Machine Learning, NLP, and Data Engineering? Look me up!