Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“š Regression Models With Python For Beginners (2021)

πŸ”— Download Link: https://file.lu/d/1W6M

πŸ’¬ Tags: #Regression

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πŸ“Œ PyTorch Tutorial for Beginners: Build a Multiple Regression Model from Scratch

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-11-19 | ⏱️ Read time: 14 min read

Dive into PyTorch with this hands-on tutorial for beginners. Learn to build a multiple regression model from the ground up using a 3-layer neural network. This guide provides a practical, step-by-step approach to machine learning with PyTorch, ideal for those new to the framework.

#PyTorch #MachineLearning #NeuralNetwork #Regression #Python
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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 1: k-NN Regressor in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-01 | ⏱️ Read time: 16 min read

Kick off a Machine Learning Advent Calendar series with a practical guide to the k-NN regressor. This first installment demonstrates how to implement this fundamental, distance-based model using only Microsoft Excel. It's a great hands-on approach for understanding core ML concepts from scratch, without the need for a complex coding environment.

#MachineLearning #kNN #Excel #DataScience #Regression
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