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Deep Learning for Application Performance Optimization

Posted by Zoran Sevarac  on  Aug 22, 2018 Posted by Zoran Sevarac Follow 0 Followers  on  Aug 22, 2018

Zoran Sevarac presents his experience and best practice for autonomous, continuous application performance tuning using deep learning.

AI, ML & Data Engineering Follow 1058 Followers

Neural Networks across Space and Time

Posted by Dave Snowdon  on  Jun 29, 2018 Posted by Dave Snowdon Follow 0 Followers  on  Jun 29, 2018

Dave Snowdon starts with a brief introduction to deep neural networks, why they are important and how they work. He covers 2 of the most important deep neural architectures: convolutional & recurrent.

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Understanding ML/DL Models using Interactive Visualization Techniques

Posted by Chakri Cherukuri  on  Jun 06, 2018 Posted by Chakri Cherukuri Follow 1 Followers  on  Jun 06, 2018

Chakri Cherukuri discusses how to use visualization techniques to better understand machine learning and deep learning models.

AI, ML & Data Engineering Follow 1058 Followers

Interpretable Machine Learning Products

Posted by Mike Lee Williams  on  Jun 06, 2018 Posted by Mike Lee Williams Follow 2 Followers  on  Jun 06, 2018

Mike Lee Williams discusses how interpretability can make deep neural networks models easier to understand, and describes LIME, an OS tool that can be used to explore what ML classifiers are doing.

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Machine Intelligence at Google Scale

Posted by Guillaume LaForge  on  Jun 01, 2018 Posted by Guillaume LaForge Follow 1 Followers  on  Jun 01, 2018

Guillaume LaForge presents pre-trained ML services such as Cloud Vision API and Speech API that works without any training, introducing Cloud AutoML.

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Deep Learning for Science

Posted by Prabhat  on  May 30, 2018 Posted by Prabhat Follow 0 Followers  on  May 30, 2018

Prabhat discusses machine learning's impact on climatology, astronomy, cosmology, neuroscience, genomics, and high-energy physics, and the future of AI in powering scientific discoveries.

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TensorFlow: Pushing the ML Boundaries

Posted by Magnus Hyttsten  on  Apr 25, 2018 Posted by Magnus Hyttsten Follow 0 Followers  on  Apr 25, 2018

Magnus Hyttsten talks about how Google uses Machine Learning to address problems that were not solvable a year ago, looking at models and how they can be built.

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AI & Security: Lessons and Challenges

Posted by Dawn Song  on  Apr 24, 2018 Posted by Dawn Song Follow 0 Followers  on  Apr 24, 2018

Dawn Song presents results in the area of secure deep learning and how DL systems could be fooled and what can be done, how AI and DL can enable better security, and how security can enable better AI.

AI, ML & Data Engineering Follow 1058 Followers

Rethinking Deep Learning: Neural Compute Stick

Posted by Darren Crews  on  Mar 13, 2018 Posted by Darren Crews Follow 0 Followers  on  Mar 13, 2018

Darren Crews talks about the The Movidius Neural Compute Stick (NCS) - a tiny fanless deep learning device that one can use to learn AI programming at the edge.

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$200 Self-Driving Cars with RasPi and Tensorflow

Posted by William Roscoe  on  Feb 27, 2018 Posted by William Roscoe Follow 0 Followers , Adam Conway Follow 0 Followers  on  Feb 27, 2018

William Roscoe and Adam Conway build and drive the $200 open source self driving Donkey Car and talk about about the hardware components & software that let it drive, capture data, create autopilots.

AI, ML & Data Engineering Follow 1058 Followers

The Joy of Stochastic Gradient Descent

Posted by Carin Meier  on  Dec 01, 2017 Posted by Carin Meier Follow 1 Followers  on  Dec 01, 2017

Carin Meier takes a look at the joys of Deep Learning, discussing how Deep Learning is changing how people approach programming, communicate with each other, and even what it means to be human.

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Deep Learning @Google Scale: Smart Reply in Inbox

Posted by Anjuli Kannan  on  Oct 03, 2017 3 Posted by Anjuli Kannan Follow 0 Followers  on  Oct 03, 2017 3

Anjuli Kannan describes the algorithmic, scaling, deployment considerations involved in a an application of cutting-edge deep learning in a user-facing product: the Smart Reply feature of Google Inbox