€ 125,78 – € 183,67

Training Special - Signal Processing for Data Science - Dutch Data Science...

Evenementdetails

Deel dit evenement

Datum en tijd

Locatie

Locatie

GoDataDriven

Wibautstraat 202

1091 GS Amsterdam

Netherlands

Kaart bekijken

Beleid voor refunds

Beleid voor refunds

Restituties tot 7 dagen voor evenement

Beschrijving van het evenement

Beschrijving

In the rise of Big Data, not only the amount of data but also its diversity is ever increasing. Beyond 'traditional' data consisting of samples of a fixed number of interpretable variables, there is data such as free text, time series (financial transactions, power usage), audio (speech), images and video. These so called signals typically need to be processed such that meaningful variables can be extracted and structured prior to further usage in data analyses and machine learning applications.

Workshop Signal Processing

Topics

This workshop is focused on making powerful data representations from signals for machine learning applications. In two consecutive parts, we will focus on feature engineering and feature learning in which we touch upon the following subjects, for all of which Python code is provided:

  • feature extraction using convolution and Fourier analysis
  • building bag-of-visual-word models from images
  • feature learning for dimensionality reduction
  • end-to-end training of deep convolutional networks
  • applying the feature -engineering and -learning techniques for time series, speech, and image classification

Workshop Signal Processing

For who is this workshop?

The workshop is suitable for data scientists with knowledge and/or experience in applying machine learning with python (e.g. numpy, scipy, scikit-learn, pandas).

Dates

This workshop is scheduled for: Monday, May 28th from 9:00 - 17:00

This workshop is part of the Dutch Data Science Week.

Delen met vrienden

Datum en tijd

Locatie

GoDataDriven

Wibautstraat 202

1091 GS Amsterdam

Netherlands

Kaart bekijken

Beleid voor refunds

Restituties tot 7 dagen voor evenement

Sla dit evenement op

Evenement opgeslagen