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
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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
Some Image and Video Processing: Motion Estimation with Block-Matching in Videos, Noisy and Motion-blurred Image Restoration with Inverse Filter in Python and OpenCV
The following problems appeared in the exercises in the Coursera course Image Processing (by Northwestern University). The following descriptions of the problems are taken directly from the… Read More »Some Image and Video Processing: Motion Estimation with Block-Matching in Videos, Noisy and Motion-blurred Image Restoration with Inverse Filter in Python and OpenCV
Some NLP: Probabilistic Context Free Grammar (PCFG) and CKY Parsing in Python
This problem appeared as an assignment in the coursera course Natural Language Processing (by Stanford) in 2012. The following description of the problem is taken directly… Read More »Some NLP: Probabilistic Context Free Grammar (PCFG) and CKY Parsing in Python
A Guide for Applying Machine Learning Techniques in Finance
Does it sound familiar to you? In order to get an idea of how to choose a parameter for a given classifier, you have to… Read More »A Guide for Applying Machine Learning Techniques in Finance
Artificial Intelligence 2017: Top 100 Influencers, Brands and Publications
This article was written by Thomas Legoff. Artificial intelligence – or AI – is a true part of our world, as well as a substantial… Read More »Artificial Intelligence 2017: Top 100 Influencers, Brands and Publications