HCA: Predicting Patient Outcomes in Real-time with H2O

As the leading healthcare provider with 169 hostpials, 116 surgury centers, over 200,000 employees,and 26 mllion patient encounters per year, HCA is always looking for ways to improve patient care and manage costs. #ai #machinelearning #ai #deeplearning #ml 

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AI & Capital One: Preventing Downtime with Mobile Transaction Forecasing and Anomaly Detection

Mobile bankng is a key application for Capital One serving millions of customers per day. Predicting infrastructure issues before they become bottlenecks and impact customer transactions is a key goal of the technology operations group. Effective prediction requires has to scale across large datasets and take into account a variety of time series factors that […]

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TensorFlow Extended (TFX): Machine Learning Pipelines and Model Understanding (Google I/O’19)

This talk will focus on creating a production machine learning pipeline using TFX. Using TFX developers can implement machine learning pipelines capable of processing large datasets for both modeling and inference. In addition to data wrangling and feature engineering over large datasets, TFX enables detailed model analysis and versioning. The talk will focus on implementing […]

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June 28th, 2019

Google: The Anatomy of a Production-Scale Continuously-Training Machine Learning Platform

Creating and maintaining a platform for reliably producing and deploying machine learning models requires careful orchestration of many components—-a learner for generating models based on training data, modules for analyzing and validating both data as well as models, and finally infrastructure for serving models in production. This becomes particularly challenging when data changes over time […]

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June 28th, 2019

Deep Learning in practice in colorization old videos/movies/photos (black and white) in Real Time

Deep Learning in practice in colorization old videos/movies/photos (black and white)  in Real Time – as sample for colorization is using movie from 1935 – “Smierc Jozefa Pilsudskiego”. On left side You can see original movie, on right side colorized movie by AI. System coloring in Real Time. System is running on my personal AI server […]

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Artificial Intelligence in Face Landmarking on IOS/Android (mobile application) – GPU NOT NEEDED

Artificial Intelligence in face landmarking based on biometric data on iPhone. Application works on my personal iPhone 6S Plus. Artificial Intelligence in face landmarking based on biometric data on iPhone. Application works on my personal iPhone 6S Plus and analysing video from TV

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Deep Learning for X-ray security scanner for armor / weapon detection in Real Time

I’d like to present my own solution regarding applying Deep Learning for X-ray security scanner for armor / weapon detection in Real Time. Currently network is trained for pistols, guns,weapons  detection. But it’s no problem to extension range of detection System can be used in massive x-ray scanning on airports, courts or another important for security […]

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Artificial Intelligence in object detection with poor lighting or darkness in Real Time – AMAZING!!! – part II

One another presentation my own solution bases on Artificial Intelligence in object detection with poor lighting or darkness in Real Time – AMAZING!!! System works on my own dedicated server for AI called as Archimedes

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Artificial Intelligence at NIGHT – Monitoring and object detection with poor lighting or darkness in Real Time – AMAZING!!!

My own system for monitoring areas and object detection at NIGHT in Real Time. The system perfectly recognizes objects with poor lighting or darkness. These are situations in which opencv or other solutions have problems and can not cope with the recognition of objects. System works on my own dedicated server for AI called as […]

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