AI Geek Programmer Blog

Machine learning, computer vision, deep learning and artificial intelligence engineering.

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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Naive Bayes in machine learning

Naive Bayes in machine learning

Why is Naive Bayes so naive in machine learning? A step-by-step explanation for one of the popular and effective classifiers.

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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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