This manuscript makes a valuable contribution to understanding learning in multidimensional environments with spurious associations, which is critical for understanding learning in the real world. The ...

The authors have performed a potentially valuable new kind of analysis in connectomics, mapping to an interesting developmental problem of synaptic input to sensory neurons. While the analysis itself ...

Despite popular perception that multifamily buildings are inherently dangerous during fires, data indicates that modern multifamily structures are significantly safer than single-family homes and, ...

Want to understand how multivariate linear regression really works under the hood? In this video, we build it from scratch in C++—no machine learning libraries, just raw code and linear algebra. Ideal ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...

To fulfill the 2 Core Courses, take two Core Courses from two different Core Areas. Computational Data Science (CDS) Core Courses are classified into five areas: Data Analytics and Visualization, Data ...

As lawmakers scramble to turbocharge post-fire recovery efforts in Los Angeles and to tackle a housing shortage across the state, a new addition may be coming to California’s building code: A pause ...

California lawmakers are considering a bill that would pause updates to state housing standards. Is the building code to blame for California’s housing crisis? As lawmakers scramble to turbocharge ...

# ##### 1. Linearity:The relationship between the predictors(X) and the response (y) is linear. # ##### 2.Independence:Observations are independent of each other ...

This lesson will be more of a code-along, where you'll walk through a multiple linear regression model using both statsmodels and scikit-learn. Recall the initial regression model presented. It ...