#machine-learning

13 posts

PyTorchDeep Learning

The “Ghost in the Machine”: Tracking Variable Names and Metadata in PyTorch

February 10, 20264 min read

#deep-learning#pytorch#machine-learning#python-programming+1
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GitVersion Control

How to Pull Changes from a Remote Git Repository

February 9, 20265 min read

#machine-learning#git#github#version-control+1
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Machine LearningData Science

Mastering Logistic Regression: Tackling Non-Linear Data with Feature Transformation

January 14, 20267 min read

#machine-learning#logistic-regression#feature-engineering#data-science
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Federated LearningData Science

How to Split a Centralized Dataset for Federated Learning Simulation

August 7, 20258 min read

#federated-learning#machine-learning#data-science#privacy
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Deep LearningNeural Networks

Neural Networks — Part 0: A Journey Through Neural Network Architecture

February 14, 20256 min read

#deep-learning#neural-networks#machine-learning#architecture
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MLOpsMachine Learning

Managing Your Machine Learning Workflow with Weights & Biases Artifacts

November 22, 20243 min read

#wandb#mlops#artifacts#machine-learning+1
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Machine LearningDeployment

Hosting Machine Learning Model Demos with Hugging Face Spaces and Streamlit

September 14, 202310 min read

#machine-learning#huggingface#streamlit#deployment+1
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Machine LearningMathematics

Statistical Learning Theory Part 4

June 21, 20214 min read

#machine-learning#statistical-learning#mathematics#vapnik
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Machine LearningMathematics

Statistical Learning Theory Part 1

June 25, 20206 min read

#machine-learning#statistical-learning#mathematics#probability
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Machine LearningData Science

Evaluation Metrics Part 1

June 20, 20204 min read

#machine-learning#data-science#evaluation-metrics#statistics
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Artificial IntelligenceResearch

Welcome to The Owl Newsletters

June 6, 20201 min read

#newsletter#the-owl#machine-learning#deep-learning
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Deep LearningMachine Learning

K-Fold Cross Validation for Deep Learning using Keras

March 20, 20205 min read

#deep-learning#keras#machine-learning#cross-validation
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Computer VisionPython

Converting MNIST dataset for Handwritten digit recognition in IDX Format to Python Numpy Array

February 22, 20186 min read

#python#numpy#mnist#machine-learning
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