Internet of (Medical) things in Healthcare
Over the past few decades, we’ve gotten used to the Internet and cannot imagine our lives without it. Millennials and new age kids don’t even know what is life withou...
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Data Version Control: iterative machine learning
It is hardly possible in real life to develop a good machine learning model in a single pass. ML modeling is an iterative process and it is extremely important to keep tr...
Internet of (Medical) things in Healthcare
Over the past few decades, we’ve gotten used to the Internet and cannot imagine our lives without it. Millennials and new age kids don’t even know what is life withou...
Estimating the Age of a Person with AI Techniques
Abstract: In this paper, we propose hybrid principal component analysis (HPCA) to extract appearance feature of a face and inter-age group variation-based classifier (IAG...
Learn Python for Data Science from Scratch
Why Python? Python is a multipurpose programming language and widely used for Data Science, which is termed as the sexiest job of this century. Data Scientist mine thru t...
Dashboards in R
This is a tutorial to show how to implement dashboards in R, using the new “flexdashboard” library package. this new library leverages these libraries and all...
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...
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...