This eleventh video in the **Deep learning with Keras** series demonstrates how to build and train a simple convolutional neural network to classify images in Keras.

The images used in this video are a random subset of images from the following location: https://www.kaggle.com/c/dogs-vs-cats/data

You will need an account with Kaggle (free) to have the ability to download the data from the link above.
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Previous videos in this series:
- [Deep learning with Keras - Part 1: Prerequisites for working with Keras](https://steemit.com/deep-learning/@blkholedetector/prerequisites-for-working-with-keras)
- [Deep learning with Keras - Part 2: Configure Keras to use Theano backend (Linux)](https://steemit.com/deep-learning/@blkholedetector/configure-keras-to-use-theano-backend-linux)
- [Deep learning with Keras - Part 3: Preprocess training data for Keras model](https://steemit.com/deep-learning/@blkholedetector/preprocess-training-data-for-keras-model)
- [Deep learning with Keras - Part 4: Build a single hidden layer model in Keras](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-4-build-a-single-hidden-layer-model-in-keras)
- [Deep learning with Keras - Part 5: Train a single hidden layer model in Keras](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-5-train-a-single-hidden-layer-model-in-keras)
- [Deep learning with Keras - Part 6: Create a validation set in Keras](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-6-create-a-validation-set-in-keras)
- [Deep learning with Keras - Part 7: Make predictions in Keras](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-7-make-predictions-in-keras)
- [Deep learning with Keras - Part 8: Create confusion matrix for Keras model predictions](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-8-create-confusion-matrix-for-keras-model-predictions)
- [Deep learning with Keras - Part 9: Save and load Keras model](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-9-save-and-load-keras-model)
- [Deep learning with Keras - Part 10: Set up for CNN training on images in Keras](https://steemit.com/deep-learning/@blkholedetector/deep-learning-with-keras-part-10-set-up-for-cnn-training-on-images-in-keras)