Publications by Dr. Shirin Glander
My upcoming conference talks & workshops: M-cubed, ML Summit & data2day
I’ll be giving talks and workshops at the following three upcoming conferences; hope to meet some of you there! From 15th to 17th October 2018, I’ll be in London for the M-cubed conference. My talk about Explaining complex machine learning models with LIME will take place on October 16 Traditional machine learning workflows focus heavily on...
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Explaining Black-Box Machine Learning Models – Code Part 1: tabular data + caret + iml
This is code that will accompany an article that will appear in a special edition of a German IT magazine. The article is about explaining black-box machine learning models. In that article I’m showcasing three practical examples: Explaining supervised classification models built on tabular data using caret and the iml package Explaining image...
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Explaining Black-Box Machine Learning Models – Code Part 2: Text classification with LIME
This is code that will encompany an article that will appear in a special edition of a German IT magazine. The article is about explaining black-box machine learning models. In that article I’m showcasing three practical examples: Explaining supervised classification models built on tabular data using caret and the iml package Explaining image...
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MünsteR Meetup on Blog Mining: Deriving the success of blog posts from metadata and text data.
In our next MünsteR R-user group meetup on Tuesday, August 28th, 2018 Jenny Saatkamp will give a talk titled Blog Mining: Deriving the success of blog posts from metadata and text data. You can RSVP here: http://meetu.ps/e/F7zDN/w54bW/f In our next MünsteR Meetup, Jenny Saatkamp will present her Blog Mining analysis, which is based on 1.500 bl...
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Slides from my SAP webinar: Explaining Keras Image Classification Models with LIME
Here I am sharing the slides for a webinar I gave for SAP about Explaining Keras Image Classification Models with LIME. Slides can be found here: https://www.slideshare.net/ShirinGlander/sap-webinar-explaining-keras-image-classification-models-with-lime Keras is a high-level open-source deep learning framework that by default works on top of Ten...
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W-JAX 2018 talk: Deep Learning – a Primer
On November 7th, I’ll be in Munich for the W-JAX conference where I’ll be giving the talk that my colleague Uwe Friedrichsen and I gave at the JAX conference this April again: Deep Learning – a Primer. Let me know if any of you here are going to be there and would like to meet up! Slides from the original talk can be found here: https://ww...
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I’ll be talking at the R-Ladies Meetup about Interpretable Deep Learning with R, Keras and LIME
Today I am very happy to announce that during my stay in London for the m3 conference, I’ll also be giving a talk at the R-Ladies London Meetup on Tuesday, October 16th, about one of my favorite topics: Interpretable Deep Learning with R, Keras and LIME. You can register via Eventbrite: https://www.eventbrite.co.uk/e/interpretable-deep-learning...
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November 8th & 9th in Munich: Workshop on Deep Learning with Keras and TensorFlow in R
Registration is now open for my 1.5-day workshop on deep learning with Keras and TensorFlow using R. It will take place on November 8th & 9th in Munich, Germany. You can read about one participant’s experience in my workshop: Big Data – a buzz word you can find everywhere these days, from nerdy blogs to scientific research papers and even i...
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I’ll be talking about ‘Decoding The Black Box’ at the Frankfurt Data Science Meetup
I have yet another Meetup talk to announce: On Wednesday, October 26th, I’ll be talking about ‘Decoding The Black Box’ at the Frankfurt Data Science Meetup. Particularly cool with this meetup is that they will livestream the event at www.youtube.com/c/FrankfurtDataScience! TALK#2: DECODING THE BLACK BOX And finally we will have with us Dr...
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Slides from talk: ‘Decoding The Black Box’ at the Frankfurt Data Science Meetup
On Wednesday, September 26th, I gave a talk about ‘Decoding The Black Box’ at the Frankfurt Data Science Meetup. My slides were created with beautiful.ai and can be found here. DECODING THE BLACK BOX And finally we will have with us Dr.Shirin Glander, whom we were inviting for a long time back. Shirin lives in Münster and works as a Data S...
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