Articles tagged artificial intelligence

10 articles

PyTorch: dividing dataset, transformations, training on GPU and metric visualization

PyTorch: dividing dataset, transformations, training on GPU and metric visualization

Practical tips on dividing a dataset for training, validation and testing, applying transformations, moving to a GPU and metrics visualization.

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Artificial intelligence and blockchain

Artificial intelligence and blockchain

Artificial intelligence and blockchain are potentially an explosive mix. Both are changing our world of tomorrow. I check if they can do it together.

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Artificial intelligence - a few key concepts

Artificial intelligence - a few key concepts

This article is for everyone who needs to organize some key concepts in the field of artificial intelligence and machine learning. Read on!

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Convolutional neural network 4: data augmentation

Convolutional neural network 4: data augmentation

Data augmentation - train a neural network with data generators. The last part of the tutorial on convolutional neural networks.

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Convolutional neural network 3: convnets and overfitting

Convolutional neural network 3: convnets and overfitting

Convnets and overfitting - the third part of a practical tutorial. Regularization techniques and practical tips for building convolutional networks.

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Convolutional neural network 2: architecture

Convolutional neural network 2: architecture

Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 2

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Convolutional neural network 1: convolutions

Convolutional neural network 1: convolutions

Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 1.

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Development environment for machine learning

Development environment for machine learning

How to build your local development environment for machine learning and specyfically Tensorflow using Anaconda, conda and pip.

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Logistic regression and Keras for classification

Logistic regression and Keras for classification

In this tutoarial, you will learn how to use logistic regression and Keras to do a simple binary classification.

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Handwritten Digit Recognition with Keras

Handwritten Digit Recognition with Keras

Tutorial on handwritten digit recognition using Keras, Tensorflow and Python. Step-by-step instructions and coding. Thorough explanations.

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