Personal Information
Unternehmen/Arbeitsplatz
Ireland Ireland
Beruf
Data Analyst and PhD Student
Branche
Technology / Software / Internet
Info
Data analysis gives insights. Analysing data is hard.
Analysing data with a time element, lots of missing values and lots of attributes is even harder.
Currently, Deep Learning - a field of machine learning - looks capable of solving these problems more accurately than traditional data mining techniques. Investigating this is the focus of my research.
Addendum: applying Deep Learning is also hard! Therefore, the automated optimisation of Deep Learning hyper-parameters makes this easier so this also falls under my interests.
Tags
deep learning
dementia
python
theano
healthcare
mental health
deep belief network
neural networks
principal components analysis
sports analytics
anomaly detection
outlier analysis
neural network
statistics
data modelling
data mining
machine learning
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Präsentationen
(4)Gefällt mir
(1)Introduction to Chainer: A Flexible Framework for Deep Learning
Seiya Tokui
•
Vor 8 Jahren
Personal Information
Unternehmen/Arbeitsplatz
Ireland Ireland
Beruf
Data Analyst and PhD Student
Branche
Technology / Software / Internet
Info
Data analysis gives insights. Analysing data is hard.
Analysing data with a time element, lots of missing values and lots of attributes is even harder.
Currently, Deep Learning - a field of machine learning - looks capable of solving these problems more accurately than traditional data mining techniques. Investigating this is the focus of my research.
Addendum: applying Deep Learning is also hard! Therefore, the automated optimisation of Deep Learning hyper-parameters makes this easier so this also falls under my interests.
Tags
deep learning
dementia
python
theano
healthcare
mental health
deep belief network
neural networks
principal components analysis
sports analytics
anomaly detection
outlier analysis
neural network
statistics
data modelling
data mining
machine learning
Mehr anzeigen