Training Special Deep Learning - Dutch Data Science Week 2018

Dutch Data Science Week 2018 takes place from May 25 - June 1. The goal of the week is to point out the impact of data on society by providing data scientists the opportunity to apply, grow, and share their skills through hackathons, training sessions, and meetups.Dutch Data Science Week is an initiative from SAS Nederland and GoDataDriven in close collaboration with various media partners.

Dutch Data Science Week

<H2>Deep learning Special with Python, Tensorflow and Keras with a focus on Recurrent Neural Networks and LSTMs. </H2>
<P>Every theory part is complemented by a hands-on session, the goal is that you become familiar with the theory but also learn the how to apply the theory in practice with several exercises.</P>
<H3><BR>Curriculum</H3>
<UL>
<LI>
<P>Deep Learning basics (Theory)</P>
</LI>
<LI>
<P>Keras API with image classification (Hands-on)</P>
</LI>
<LI>
<P>Neural networks in practice (Theory)</P>
</LI>
<LI>
<P>Predicting bank term deposits (Hands-on)</P>
</LI>
<LI>
<P>Recurrent Neural Networks (Theory)</P>
</LI>
<LI>
<P>Forecasting airline passengers with RNNs (Hands-on)</P>
</LI>
<LI>
<P>Long short-term memory (Theory)</P>
</LI>
<LI>
<P>Human activity recognition with LSTMs (Hands-on)</P>
</LI>
<LI>
<P>NLP sentiment classification with LSTMs (Hands-on)</P>
</LI>
<LI>
<P>Introduction to Gated recurrent units (Theory)</P>
</LI>
<LI>
<P>Q&A</P>
</LI>
</UL>
<H3>Some of the things you will learn are:</H3>
<UL>
<LI>
<P>The Keras API</P>
</LI>
<LI>
<P>Pragmatic best practices when using Deep Learning models</P>
</LI>
<LI>
<P>Recognize cases when Recurrent Neural Networks are useful</P>
</LI>
<LI>
<P>Pre-process time-series data for an RNN or LSTM</P>
</LI>
<LI>
<P>Combine several time-series for a single RNN or LSTM model</P>
</LI>
<LI>
<P>Use many-to-one RNN and LSTM models</P>
</LI>
<LI>
<P>Use many-to-many RNN and LSTM models</P>
</LI>
<LI>
<P>Process text data for an RNN or LSTM model</P>
</LI>
</UL>
<H3>Prerequisites</H3>
<UL>
<LI>
<P>Experience in Python is advised for the hands-on sessions</P>
</LI>
<LI>
<P>Experience with Machine Learning concepts (e.g. regularization, overfitting, feature scaling, hyperparameter optimization)</P>
</LI>
<LI>
<P>Basic familiarity with Deep Learning</P>
</LI>
</UL>
<H3>Activities</H3>
<P>The course is dynamic with ideas exchanging and open communication. There are also some fun activities based on the course content.</P>
<H3>Instructor</H3>
<P>The workshop will be given by Rodrigo Agundez. Data Maverick at GoDataDriven. Rodrigo has been giving training sessions and workshops for several years now, he gave a Deep Learning Tensorflow workshop during the Data Science Summit Europe 2016 in Israel, is one of the current trainers for the Data Science with Python, the time-series lecture and Deep Learning training (GoDataDriven).</P>
<P>In addition, as a consultant, he has seen many use cases and can help you with specific questions that relate to using Data Science in practice, productizing models, etc.</P>

GoDataDriven

Onze {communityGuidelinesLink} beschrijven wat voor content verboden is op Eventbrite. Als je denkt dat een evenement deze schendt, meld dit dan aan ons, zodat wij het kunnen onderzoeken.

Om andere categorieën van verboden of illegale content te rapporteren, verzend je {link}

Training Special Deep Learning - Dutch Data Science Week 2018

Meer evenementen van Dutch Data Science Week

Ontdek meer evenementen van Dutch Data Science Week, van Wetenschap en tech tot andere ervaringen die je misschien leuk vindt.

Nog op zoek naar het juiste evenement?

Ontdek alle evenementen in Amsterdam en filter op datum, categorie en meer om de perfecte match te vinden.

Training Special Deep Learning - Dutch Data Science Week 2018

Meer evenementen van Dutch Data Science Week

Ontdek meer evenementen van Dutch Data Science Week, van Wetenschap en tech tot andere ervaringen die je misschien leuk vindt.

Meer Wetenschap en tech evenementen

Blader door meer Wetenschap en tech-evenementen met verschillende datums, prijzen en formats om je volgende geweldige ervaring te vinden.

Nog op zoek naar het juiste evenement?

Ontdek alle evenementen in Amsterdam en filter op datum, categorie en meer om de perfecte match te vinden.