Identifying Handwritten Digits using Logistic Regression in PyTorch
Автор: Mathew K Analytics
Загружено: 2025-12-13
Просмотров: 2
Описание:
Learn how to identify handwritten digits using logistic regression implemented in PyTorch. This tutorial guides you through each step for building an effective machine learning model for digit classification.
Introduction to the MNIST dataset and problem setup
Data preprocessing and normalization techniques
Designing and implementing logistic regression in PyTorch
Training the model and evaluating performance metrics
Visualizing predictions and interpreting results
Common challenges in handwritten digit recognition
Practical tips for improving classification accuracy
Summary of key machine learning concepts covered
#PyTorch #DataScience #HandwritingRecognition
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