Machine Learning

Machine Learning

Visualization of Data with Pie Charts in Matplotlib | by Diana Rozenshteyn | Oct, 2024

Examples of how to create different types of pie charts using Matplotlib to visualize the results of database analysis in a Jupyter Notebook...
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Machine Learning

Notion Templates Every Data Scientist Should Have in 2024

Image by Author | Ideogram   Working as a data scientist means managing a lot of information, including the constantly evolving business problem, the data...
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Machine Learning

Understanding the Forward and Backward Pass in PyTorch: A Step-by-Step Walkthrough | by Muneeb S. Ahmad | Oct, 2024

In this article, we’ll dive into the fundamental concepts of the forward and backward pass using PyTorch, demonstrating how gradient descent works with...
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Machine Learning

How I Studied LLMs in Two Weeks: A Comprehensive Roadmap

A day-by-day detailed LLM roadmap from beginner to advanced, plus some study tipsUnderstanding how LLMs operate under the hood is becoming an essential...
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Machine Learning

What Can AI Do for Data Science?

Figure 1. KNIME AI nodes to prompt an LLM. <AI prov> indicates the selected AI provider.   Rather than pondering whether AI will substitute data...
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Machine Learning

Expectation Maximization-An Iterative Optimization Method | by Vedant | Oct, 2024

Expectation Maximization is like a detective story where every clue leads you closer to the truth — just with more math and fewer...
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