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Shirin Glander | DataScience+ Author

Author Shirin Glander I'm a Data Scientist and Bioinformatician in Münster, Germany. I'm particularly interested in machine learning, statistics and data vis.

Code for Workshop: Introduction to Machine Learning with R

These are the slides from my workshop: Introduction to Machine Learning with R which I gave at the University of Heidelberg, Germany on June 28th 2018. The entire code accompanying the workshop can be found below the video. The workshop covered the basics of machine learning. With an example dataset I went through a standard machine learning workflow in R with the packages caret and h2o ...

Feature Selection in Machine Learning (Breast Cancer Datasets)

Machine learning uses so called features (i.e. variables or attributes) to generate predictive models. Using a suitable combination of features is essential for obtaining high precision and accuracy.

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gland 1 (glănd) n. 1. a. Any of various organs or cell groups, such as the adrenal glands and the salivary glands, that are of endothelial origin and secrete a substance that is used or excreted by the body. b. Any of various organs, such as lymph nodes, that resemble true glands but perform a nonsecretory function. 2. Botany An organ or a structure ...

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Explaining Black-Box Machine Learning Models - Code Part 1 ...

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 classification models with keras and lime ...

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Sep 13, 2018· Why Jane Glander chose Charlestown. Beautiful property in a laid -back beach and safe beach community, family oriented, but in the center of many great restaurants and other activities that families,couples or singles can enjoy.

Shirin's playgRound

A while ago, I wrote two blogposts about image classification with Keras and about how to use your own models or pretrained models for predictions and using LIME to explain to predictions.

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Graphic design basics by Pamela Glander -

The image areas are etched into the surface of the cylinder as a collection of tiny cells. The cylinder rotates in an ink fountain, ink collects in the cells, and excess ink is scraped from the ...

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Find this Pin and more on Roxie Glander by Roxann Glander. ... Find this Pin and more on Roxie Glander by Roxann Glander. Over 400 Pictures of Hairstyles in Hair Pictures Collection. Browse our Hairstyles Pictures in a easy to use gallery. ... Bread machine pizza dough: Suggested use of basil instead of italian spices, olive oil instead of ...

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Slides from my SAP webinar: Explaining Keras Image ...

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 classification models with keras and lime Explaining text classification models with xgboost and lime

It's that easy! Image classification with keras in roughly ...

The dataset is the fruit images dataset from Kaggle. I downloaded it to my computer and unpacked it. Because I don't want to build a model for all the different fruits, I define a list of fruits (corresponding to the folder names) that I want to include in the model. I also define a few other ...

image of glander machine – Grinding Mill China

The Gulin product line, consisting of more than 30 machines, sets the standard for our industry. We plan to help you meet your needs with our equipment, with our distribution and product support system, and the continual introduction and updating of products.

SAP webinar: Explaining Keras Image Classification Models ...

Keras is a high-level open-source deep learning framework that by default works on top of TensorFlow. Keras is minimalistic, efficient and highly flexible because it works with a modular layer system to define, compile and fit neural networks.

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Building meaningful machine learning models for disease ...

Description: Dr Shirin Glander will go over her work on building machine-learning models to predict the course of different diseases. She will go over building a model, evaluating its performance, and answering or addressing different disease related questions using machine learning.

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Machine learning uses so called features (i.e. variables or attributes) to generate predictive models. Using a suitable combination of features is essential for obtaining high precision and accuracy. Because too many (unspecific) features pose the problem of …

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Code for Workshop: Introduction to Machine Learning with R ...

These are the slides from my workshop: Introduction to Machine Learning with R which I gave at the University of Heidelberg, Germany on June 28th 2018. The entire code accompanying the workshop can be found below the video. The workshop covered the basics of machine …

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Portable Hand Blender Machine for Kitchen Stainless Steel Mini Electric Handheld Drink Frother Former Mixing Coffee,Hot Milk,Latte Coffee,Stirrer Egg Beater(Color May Very)

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