Machine Learning

Machine Learning

Mastering the Poisson Distribution: Intuition and Foundations

You’ve probably used the normal distribution one or two times too many. We all have — It’s a true workhorse. But sometimes, we...
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Machine Learning

Building Agentic Application Using Streamlit and Langchain

Image by Author   In this tutorial, we will explore how to build an agentic application using...
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Machine Learning

Understanding non_trainable_weights in Keras: A Complete Guide with Examples | by Karthik Karunakaran, Ph.D. | Mar, 2025

Deep learning models often require precise control over which parameters are updated during training. In Keras, the non_trainable_weights property helps manage such parameters...
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Machine Learning

What Germany Currently Is Up To, Debt-Wise

€1,600 per second. That’s how much interest Germany has to pay for its debts. In total, the German state has debts ranging into...
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Machine Learning

Text-to-Speech Solutions with Contemporary Models

Image by Author | Ideogram   Text-to-speech (TTS) is a machine learning task in which the model...
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Machine Learning

Building a Scalable Recommender System with Two-Tower Models and ANN Indexes | by Gaurav Kandel | Mar, 2025

Once the item embeddings are computed offline, they must be stored in a highly optimized Approximate Nearest Neighbor (ANN) index to allow for...
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