What Is AI? | Artificial Intelligence For Beginners
Do you remember the first time that you saw R2D2 and C3P0 from Star Wars? These two robots exhibited human-like behavior as they interacted with people and the world arou...
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14 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...
Crossing the Bridge: Some Career Transition Tips to Current Physics Graduate Students from an Ex
A few weeks ago, I participated in a day long workshop in my Alma mater. The goal of the workshop was to introduce current graduate students from the Department of Physic...
Hacking the Autonomous Vehicle
I love it when I get feedback from a blog that I’ve written. I appreciate the different perspectives and insights that others bring to a topic of interest. The sectio...
Recursive (not recurrent!) Neural Nets in TensorFlow
This article was written by Anejati. For the past few days I’ve been working on how to implement recursive neural networks in TensorFlow. Recursive neural networks ...
DSC Webinar Series: Data Viz: Re-examining what we thought we knew
Instead of well-run experiments and real evidence, many supposed rules are based on opinion, aesthetic judgments, and incomplete or oversimplified studies. In this Data S...
Why do Decision Trees Work?
This article is from Win-Vector LLC In this article we will discuss the machine learning method called “decision trees”, moving quickly over the usual “how decision...
Dealing With Imbalanced Datasets
Summary: Dealing with imbalanced datasets is an everyday problem. SMOTE, Synthetic Minority Oversampling TEchnique and its variants are techniques for solving this pr...
When Not to Use Deep Learning
Guest blog by Pablo Cordero. Pablo is currently a postdoc at UCSC’s systems biology group, doing applied machine learning research in the context of cell biology and r...
Text Clustering : Get quick insights from Unstructured Data
In this two-part series, we will explore text clustering and how to get insights from unstructured data. It will be quite powerful and industrial strength. The first part...