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Steve Jobs’ 2005 Stanford Commencement Address

Having just stumbled upon Steve Jobs' 2005 Stanford Commencement Address, a speech that has garnered nearly 13 million views, I find myself grateful for the…

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Setting Up the Development Version of R

At Fred Hutchinson, my colleagues often utilize the development version of R, known as R-devel, and have encouraged me to follow suit. In this post

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How to Download Kaggle Data with Python and requests.py

Lately, I've been delving into Kaggle and found myself frustrated with the manual data download process via their website.

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High-Dimensional Microarray Data Sets in R for Machine Learning

My primary focus in machine learning research revolves around analyzing small-sample, high-dimensional bioinformatics data sets.

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About

Greetings friends, today I want to share with you the wonderful world of statistics and machine learning through the lens of my blog. My name is Herman Trujillo, and I am happy to welcome you to my virtual corner where we will explore and discuss everything related to this exciting…

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Coding

Configuring IPython Notebook Support for PySpark

Apache Spark is a powerful tool for handling large-scale data processing, and PySpark offers a…

Coding October 13, 2023

A Brief Look at Mixture Discriminant Analysis

In my recent postdoctoral work focusing on data-driven automated gating, I've been extensively exploring finite…

Coding September 26, 2023

Installing Python Data Science Stack on Yosemite

While setting up a Python data-science stack within a fresh virtual environment on my Mac…

Coding August 22, 2023

Machine learning

Serverless API around Google Cloud Vision with the Serverless Framework

Recently, the Serverless Framework reached version 1.0 (beta) after about a year of development.

Installing TensorFlow on an AWS EC2 Instance with GPU Support

Here's a guide on installing TensorFlow 0.6 on an Amazon EC2 Instance with GPU Support. Additionally

High-Dimensional Microarray Data Sets in R for Machine Learning

In my pursuit of machine learning research, I often delve into small-sample, high-dimensional bioinformatics datasets.

Trending articles

Trending articles

Feature Selection with a Scikit-Learn Pipeline

April 15, 2024Trujillo Herman

However, one major drawback is the lack of seamless integration with certain scikit-learn modules, particularly feature selection.

Trending articles

Adding Dask and Jupyter to a Kubernetes Cluster

April 5, 2024Trujillo Herman

Today, we're diving into setting up Dask and Jupyter on a Kubernetes cluster hosted on AWS. If you haven't already…

Trending articles

Interpreting Machine Learning Algorithms

April 2, 2024Trujillo Herman

Understanding and interpreting machine learning algorithms can be a challenging task, especially when dealing with nonlinear and non-monotonic response functions.

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