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Stanford Engineering News
Research and Ideas from the Stanford School of Engineering-
Stanford students set high-altitude balloon record - Duration: 90 seconds.
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Karl Deisseroth: Bringing CLARITY to brain research - Duration: 3 minutes, 8 seconds.
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Controlling light at the nanoscale - Duration: 2 minutes, 42 seconds.
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Auto-analysis of 3-D data map aids remodeling - Duration: 63 seconds.
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CNT chips could turn smartphones into supercomputers - Duration: 2 minutes, 54 seconds.
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Meet Jackrabbot: The social robot - Duration: 2 minutes, 46 seconds.
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Super-stretchy polymer could lead to artificial muscle - Duration: 29 seconds.
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Zhenan Bao: On A Quest to Develop Artificial Skin - Duration: 97 seconds.
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Sean Follmer: Designing computers that let us think with our hands - Duration: 2 minutes, 15 seconds.
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The Future of Artificial Intelligence - Duration: 2 minutes, 9 seconds.
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How can we extract the most energy from the wind? - Duration: 2 minutes, 54 seconds.
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Can we simulate blood flows to improve heart surgery? - Duration: 3 minutes, 27 seconds.
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Women in Data Science Conference (WiDS) 2017
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Megan Price: The power of data science for the public good - Duration: 19 minutes.
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Margot Gerritsen: Inspiring, connecting, and educating women in data science - Duration: 7 minutes, 52 seconds.
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Claudia Perlich: The secret life of predictive models - Duration: 22 minutes.
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Susan Holmes: The challenges behind replicating biomedical research - Duration: 17 minutes.
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Finale Doshi-Velez: Marrying data science and health care - Duration: 17 minutes.
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Sinead Kaiya: The marriage of data science and global enterprise - Duration: 18 minutes.
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Janet George: A breakthrough in digital storage, powered by data science - Duration: 16 minutes.
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A conversation between two women at the forefront of the big-data revolution - Duration: 17 minutes.
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Cybersecurity
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Jennifer Granick: Does privacy have a future? - Duration: 7 minutes, 9 seconds.
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John Mitchell: How can we design for security? - Duration: 8 minutes, 17 seconds.
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Elisabeth Paté-Cornell: How can we apply risk analysis to cyber security? - Duration: 7 minutes, 34 seconds.
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Herb Lin: What are the challenges of cyber security from an international policy standpoint? - Duration: 7 minutes, 38 seconds.
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Lecture Collection | Natural Language Processing with Deep Learning (Winter 2017)
Natural language processing (NLP) deals with the key artificial intelligence technology of understanding complex human language communication. This lecture series provides a thorough introduction to the cutting-edge research in deep learning applied to NLP, an approach that has recently obtained very high performance across many different NLP tasks including question answering and machine translation.-
Lecture 1 | Natural Language Processing with Deep Learning - Duration: 1 hour, 11 minutes.
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Lecture 2 | Word Vector Representations: word2vec - Duration: 1 hour, 18 minutes.
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Lecture 3 | GloVe: Global Vectors for Word Representation - Duration: 1 hour, 18 minutes.
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Lecture 4: Word Window Classification and Neural Networks - Duration: 1 hour, 16 minutes.
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Lecture 5: Backpropagation and Project Advice - Duration: 1 hour, 18 minutes.
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Lecture 6: Dependency Parsing - Duration: 1 hour, 23 minutes.
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Lecture 7: Introduction to TensorFlow - Duration: 1 hour, 12 minutes.
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Lecture 8: Recurrent Neural Networks and Language Models - Duration: 1 hour, 18 minutes.
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Lecture 9: Machine Translation and Advanced Recurrent LSTMs and GRUs - Duration: 1 hour, 20 minutes.
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Review Session: Midterm Review - Duration: 1 hour, 25 minutes.
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Lecture 10: Neural Machine Translation and Models with Attention - Duration: 1 hour, 21 minutes.
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Lecture 11: Gated Recurrent Units and Further Topics in NMT - Duration: 1 hour, 20 minutes.
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CARS Open Garage Talk lecture series
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The Future of the Motoring Enthusiast - Duration: 1 hour.
The CEO of Automobili Lamborghini discusses how technological innovations are shaping the world of super sport cars.
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The Future of Artificial Intelligence
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The Future of Artificial Intelligence - Duration: 6 minutes, 13 seconds.
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Megan Smith: Perspectives on artificial intelligence from the White House - Duration: 18 minutes.
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Fei-Fei Li: Our smartest computers are still blind - Duration: 17 minutes.
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Anshul Kundaje: Machine learning to decode the genome - Duration: 9 minutes, 54 seconds.
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Yoav Shoham: An index that will track the state of AI over time - Duration: 9 minutes, 32 seconds.
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Stefano Ermon: Satellite images can pinpoint poverty better than surveys - Duration: 7 minutes, 3 seconds.
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John Duchi: How to get statistically accurate information with less data - Duration: 7 minutes, 45 seconds.
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Chris Re: What dark data is, and how bringing it to light will impact society - Duration: 7 minutes, 27 seconds.
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Arvind Krishna: Another revolution is coming and it’s AI - Duration: 11 minutes.
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Christopher Manning: How do we get computers to understand human language? - Duration: 8 minutes, 3 seconds.
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Digital Cities Summit 2016
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Brian Pierce: The Sun Tzu Approach to Cybersecurity - Duration: 18 minutes.
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Mark Jacobson: How the Future of Energy Impacts the Future of Our Cities - Duration: 8 minutes, 40 seconds.
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Craig Criddle: The Case for Replacing Cracked Pipes with Smart Sewers - Duration: 6 minutes, 27 seconds.
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Martin Fischer: Building Information Modeling Can Transform How We Create Cities - Duration: 10 minutes.
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Byron Reeves: The Digital City Is a Media Experience - Duration: 34 minutes.
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Mike Lepech: How do you quantify urban quality of life? - Duration: 10 minutes.
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Anne Kiremidjian: A resilient city is a sustainable city - Duration: 7 minutes, 41 seconds.
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Ram Rajagopal: Redefining the edges of urban infrastructure - Duration: 8 minutes, 13 seconds.
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Persis Drell: How engineering can ensure that humanity flourishes in the cities of the future - Duration: 6 minutes, 25 seconds.
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"What if?"
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What if we could predict earthquakes? - Duration: 2 minutes, 4 seconds.
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What if we can get more girls interested in engineering? - Duration: 3 minutes, 9 seconds.
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What if everyone had access to a home that was built without damaging the planet? - Duration: 4 minutes, 39 seconds.
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What if we could use machine intelligence to save more lives during a natural disaster? - Duration: 5 minutes, 21 seconds.
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