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.… Read More »14 Great Blogs Posted in the last 12 Months
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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… Read More »Crossing the Bridge: Some Career Transition Tips to Current Physics Graduate Students from an Ex
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… Read More »Hacking the Autonomous Vehicle
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 (which… Read More »Recursive (not recurrent!) Neural Nets in TensorFlow
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… Read More »Why do Decision Trees Work?
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 problem through oversampling… Read More »Dealing With Imbalanced Datasets
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… Read More »When Not to Use Deep Learning
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.… Read More »Text Clustering : Get quick insights from Unstructured Data
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.… Read More »Text Clustering : Get quick insights from Unstructured Data
Understanding the Changing Position Roles in Data Science
Is everyone a ‘data scientist’? What about ‘data engineers’ and the junior versus senior, or skill level distinctions? We do seem to need some agreement… Read More »Understanding the Changing Position Roles in Data Science