AI is Going to Eat Everything!
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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
AI is Going to Eat Everything!
- 1. AI is Going to Eat Everything! But do not be afraid... Dhillon L33tdawg Kannabhiran @ AIBT 2017 Conference
- 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. What Most People Think AI Is Dhillon Kannabhiran @ AIBT 2017 Conference
- 4. Source: https://sputniknews.com/science/201702271051087551-clever-russian-t800-robot/ And Can You Blame Them? Dhillon Kannabhiran @ AIBT 2017 Conference
- 5. What AI Really Is Dhillon Kannabhiran @ AIBT 2017 Conference
- 6. AI is All Around Us Source: https://research.hubspot.com/reports/artificial-intelligence-and-you
- 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. 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. 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. (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. * 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. Alright Stop! Demo Time! Wanna play with it yourself? http://catami.fabnovate.my/
- 13. Going Deeper Siraj Ravals 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 Ngs Machine Learning Course https://www.coursera.org/learn/machine- learning Dhillon Kannabhiran @ AIBT 2017 Conference
- 14. Now Go Build Something Awesome! (and thanks for listening) Interested to see how were using ML & DL to help our customers? Come to Our Booth (Tumpang.la / Booth 008)