Lectures related to Record label

Covers the Boltzmann Machine, a type of stochastic recurrent neural network.

Gitlab Agent for Kubernetes (`agentk`)

Covers the setup of a Gitlab agent for Kubernetes, focusing on installation, version control, and troubleshooting.

Advanced Information Theory: Random Binning

Explores random binning in advanced information theory, focusing on assigning labels based on typicality and achieving negligible error rates in source coding.

Building a Decision Tree

Covers building decision trees to classify mushrooms as poisonous or not.

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K-means Algorithm

Covers the K-means algorithm for clustering data samples into k classes without labels, aiming to minimize the loss function.

Introduction to Neural Networks

Introduces neural networks, focusing on multilayer perceptrons and training with stochastic gradient descent.

Video Lecture Recording: Best Practices

Explores the significance of high-quality video recording for education, covering preparation, recording, editing, and publishing.

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Interactive Questionnaires with H5P

Explores interactive questionnaires and H5P for creating engaging questions, including Logiquiz and Digiquiz platforms.