Receiver Operating Characteristics
In this interactive dashboard you will learn how to use the ROC curve and how the ROC curve is created based on confusion matrix. The underlying task is to create a model for a binary classifier. There are two classes: zero and one. At the right side you see the model predictions as the vertical …
Univariate Regression
This interactive dashboard helps you to understand univariate linear regression. You have some observations – represented by their x and y coordinates in the first plot, colored in blue. They are defined by a slope, an offset, and some noise. If you modify the parameters, you see the impact. You also see a model result, …
Machine Learning: Online
Understand machine learning models and how to implement them in R from an expert in Data Science. (All code included) Course Overview Book at Udemy 9.99€ (95% Discount)
Interactive Dashboards
Univariate Linear Regression Train / Validation / Test Split Receiver Operating Characteristics Curve Random Forests Hierarchical Clustering Upper Confidence Bound Understanding Convolutions Metropolis Hastings (simple 1D distribution) Metropolis Hastings (complex 1D distribution) Metrpolis Hastings (multivariate 2D distributions)
About me
Siemens Gamesa Renewable Energies Senior Data Scientist since July 2017 Senvion SE Site Specific Wind Turbine Behavior Analyst July 2012 – June 2017 Aerodynamicist October 2017 – June 2012 Gollnick & Lehmann GbR Director and IT Consultant July 2006 – September 2007 Technical University of Berlin Aerospace Engineering October 2002 – June 2007 Distance University …
Courses
There are courses on: -Hands-On Data Science with R -Hands-On Machine Learning with R
Material: Hands-On Data Science
You can download all Rstudio project files for all sections of the upcoming Udemy course.
R – Machine Learning, incl. Deep Learning with R
You can download all data and code for all sections at once. All Code and Data (1.0 GB) You can download data and code for all individual sections of the Udemy course. Section 1: Introduction Lecture Title Filename Teaser Lab Section 2: R Refresher Lecture Title Filename Rmarkdown Lab Data Manipulation Lab Data Reshaping Lab …
R – Machine Learning, incl. Deep Learning with R Read More »