ai and udacity
Post on 19-Jan-2017
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AI and EducationDhruv Parthasarathy
Director of ML & Self-Driving Car Program at Udacity
Udacity
AI Today - 1 second tasksAnything a human can do in a second, AI can do - Andrew NgDeep LearningAI is outright better than a group of humans inspeech detectionimage classificationGetting better attranslationdrivinggame playing
SpeechAccuracy capturing MandarinBaidu AI3.7%Single human9.7%Committee of humans4.0%
Speech Transcription
Image RecognitionHuman accuracy: 5% (Source: Karpathy)Latest Imagenet winner: 2.99%
Driving
Learning
AI & CreativityExamples of creativity:MusicArtWritingGames
MusicWhich is AI, which is real?
Art
Art
Generating Images
Generating Images
Games + Learning
Its not a human move. Ive never seen a human play this move, he says. So beautiful.
AI & EducationLots to explore in modern AI and ML. How do you learn it?Traditional Options:Grad SchoolReading PapersBlogs + GithubsJobNew OptionsUdacity, Coursera, General Assembly etc.
Udacity NanodegreesOnline Programs built with industry where youbuild a portfolio of projectswork with a community of other studentsget career servicespersonalized support
Personalized Feedback
Personalized Tutoring
Community
Community
Self-Driving Car Nanodegree9 month program to become a Self-Driving Car EngineerTaught byMercedes-BenzNVIDIAOtto/UberOver 2000 active students at the moment
Projects
Machine Learning NanodegreeSelf-paced program coveringData Analysis and ProcessingSupervised LearningUnsupervised LearningReinforcement LearningDeep Learning
AI NanodegreeCreated withAmazon Echo TeamIBM WatsonFocusClassic AIDeep LearningNLP
Why?People need a pathway to new skills that isaccessibleageincomegeojob focusedgets you to a lifetime of learning w/ a jobcommunity focused
Why?Industry needs people who arejob readyfastlargediverseagegeoincomegender
dhruv@udacity.com@dhruvpThank you!
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