Posts
2025
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Convolutional neural networks: MNIST dataset with machine learning pipeline
September 14, 2025 Last week we went over how to construct a convolutional neural network (CNN) and applied the model to the MNIST dataset. This week I will show you how to modify the code to crea...
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Convolutional neural networks: MNIST dataset
September 07, 2025 Today we will learn about convolutional neural networks (CNNs). A CNN is a neural network designed to process grid-like data, such as images. It works by applying a convolution,...
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Linear regression: Applying PyTorch to projectile motion example
August 31, 2025 Last time, we went over how to apply linear regression to a problem using Scikit-learn. I showed the process and the results of Scikit-learn’s LinearRegression. In this post, I wil...
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Linear regression: Applying Scikit-learn to projectile motion example
August 23, 2025 Last time, we went over projectile motion and how to code the equations up in Python. In this post, I will show how to apply linear regression in Python using Scikit-learn’s Linear...
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Linear regression: A review of projectile motion
August 16, 2025 With all the buzz surrounding AI and machine learning, it is not uncommon to hear the term ‘‘linear regression’’ being thrown around. But what is linear regression? Linear regressi...