Machine-Learning

AI basierte Root Cause Analyse von CPD Störquellen in Docsis Netzen featured image

AI basierte Root Cause Analyse von CPD Störquellen in Docsis Netzen

Good quality network connectivity is ever more important. For hybrid fiber coaxial (HFC) networks, searching for upstream \emph{high noise} in the past was cumbersome and …

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Dr. Georg Heiler
Identifying the root cause of cable network problems with machine learning featured image

Identifying the root cause of cable network problems with machine learning

Good quality network connectivity is ever more important. For hybrid fiber coaxial (HFC) networks, searching for upstream high noise in the past was cumbersome and time-consuming. …

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Dr. Georg Heiler

tsai

State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai. Recently I started to contribute to this project.

ML project configuration management

Easy configuration handling for complex machine learning pipelines

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Dr. Georg Heiler

fast AI deep learning course on google collab

Free deep-learning in the cloud

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Dr. Georg Heiler
R for HPC and big data featured image

R for HPC and big data

Intro duction to processing large quantities of data in R

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Dr. Georg Heiler
Make your ML app rock featured image

Make your ML app rock

Moving a draft ML application to a real world production environment can be hard. This talk outlines several tools and strategies to do so.

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Dr. Georg Heiler
Predictive credit scoring featured image

Predictive credit scoring

Individual cost based classification model outperforms classical processes.

Datalake for the enterprise & large geospatial data featured image

Datalake for the enterprise & large geospatial data

Reverse engineering old data pipelines ; ) and analyzing huge quantities of spatial data.