Python

Building a Cat Detector using Convolutional Neural Networks  | TensorFlow for Hackers - Part III

Let's build a Convolutional Neural Network that can distinguish cats from dogs using only raw pixel values. We will use a little helpful library called TFLearn. Is it going to be good enough to correctly classify your cat or a dog?

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Machine Learning

Building a Simple Neural Network |  TensorFlow for Hackers (Part II)

In this one, you will build a Neural Network which tries to decide whether or not a student has drinking problem. Will you get good accuracy from the model?

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Machine Learning

Data Imputation using Autoencoders | What to do when data is missing? (Part II)

Let's use a Deep Autoencoder to impute missing categorical data from a dataset describing physical characteristics of mushrooms. How well can we do it? Let's try it with Keras in Python.

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Machine Learning

TensorFlow Basics | TensorFlow for Hackers (Part I)

Learning TensorFlow is easy and fun! Want to learn more about Machine Learning and Deep Learning in a practical and hands-on approach using TensorFlow? Let's start with a simple linear regression.

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