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
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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
How to choose a great Data Science book
This article was written by Radhouane Aniba. How to pick a Data Science book : Choosing a data science book is one of the important… Read More »How to choose a great Data Science book
Three Things About Data Science You Won't Find In the Books
So here are my three principle experiences you won’t effectively discover in books. 1. Evaluation Is Key The main goal in data analysis/machine learning/data science,is… Read More »Three Things About Data Science You Won't Find In the Books