Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

AI is Going to Eat Everything!

539 views

Published on

A quick 20 minute presentation on AI, machine learning and deep learning concepts given at the ASEAN India Biztech Expo & Conference 2017 held in Kuala Lumpur, Malaysia

Published in: Technology
  • Be the first to comment

  • Be the first to like this

AI is Going to Eat Everything!

  1. 1. AI is Going to Eat Everything! But do not be afraid... Dhillon ‘L33tdawg’ Kannabhiran @ AIBT 2017 Conference
  2. 2. Who Am I?@L33tdawg on Twitter Founder / CEO of: Hack In The Box http://hitb.org/ http://conference.hitb.org/ Haxpositie http://haxpo.nl/ Tumpang http://tumpang.la/ Dhillon Kannabhiran @ AIBT 2017 Conference
  3. 3. What Most People Think AI Is Dhillon Kannabhiran @ AIBT 2017 Conference
  4. 4. Source: https://sputniknews.com/science/201702271051087551-clever-russian-t800-robot/ And Can You Blame Them? Dhillon Kannabhiran @ AIBT 2017 Conference
  5. 5. What AI Really Is Dhillon Kannabhiran @ AIBT 2017 Conference
  6. 6. AI is All Around Us Source: https://research.hubspot.com/reports/artificial-intelligence-and-you
  7. 7. AI is Used Everywhere Medicine/BiologyInternet/Apps Media/Entertainmen t Security Transport Image Classification Language Translation Sentiment Analysis Speech Recognition Drug Discovery MRI Processing Cancer Detection Video captioning Photo captioning Photo / Voice generation Facial Recognition Tracking Malware / APT detection Network Security / IoT Autonomous vehicles Route optimization City traffic management Dhillon Kannabhiran @ AIBT 2017 Conference
  8. 8. Artificial Intelligence, Real Money Source: https://www.tractica.com/newsroom/press-releases/artificial-intelligence-for-enterprise-applications-to-reach-11-1-billion-in-market-value-by-2024/
  9. 9. Upsampling (producing higher resolution output from low res input) Text to Image (StackGAN) A Neural Network for Everything Convolutional Neural Network (CNN) Recurrent Neural Network (RNN) Image recognition / classification Text Classification / Sentiment analysis Style Transfer (like Instagram filters) Video and Image captioning Text / sound generation Time series prediction Language translation (LSTM) Generative Adversarial Network DiscoGAN (Discovery GAN) Cross domain relations (given an item A with particular color / pattern, produce item B with same ‘design characteristics’) Dhillon Kannabhiran @ AIBT 2017 Conference
  10. 10. (Some) Tools of the TradeHealthcare Source: https://medium.com/towards-data-science/what-happened-at-the-tensorflow-dev-summit-2017-part-1-3-community-applications-77fb5ce03c52
  11. 11. * The Cloud * Tensorflow Serving * Clipper * Flask app with gunicorn + nginx * Figure out your features * Clean your data * Label it * Remove misclassifications So You Want to Train Networks? Gather Train * In the cloud * Google * Microsoft * Amazon * On your own machine * GPU or death Deploy Dhillon Kannabhiran @ AIBT 2017 Conference
  12. 12. Alright Stop! Demo Time! Wanna play with it yourself? http://catami.fabnovate.my/
  13. 13. Going Deeper Siraj Raval’s Youtube Channel https://www.youtube.com/channel/UCWN3xxR kmTPmbKwht9FuE5A Udacity Deep Learning Course https://www.udacity.com/course/deep-learning- -ud730 Scikit-Learn Tutorials http://scikit- learn.org/stable/tutorial/basic/tutorial.html Tensorflow Tutorials https://www.tensorflow.org/tutorials/ Andrew Ng’s Machine Learning Course https://www.coursera.org/learn/machine- learning Dhillon Kannabhiran @ AIBT 2017 Conference
  14. 14. Now Go Build Something Awesome! (and thanks for listening) Interested to see how we’re using ML & DL to help our customers? Come to Our Booth (Tumpang.la / Booth 008)

×