With Apache Spark Deep Learning Cookbook, learn to use libraries such as Keras and TensorFlow. Solve problems in order to train your deep learning models on Apache Spark. (Limited-time offer)
Topics included: Setting Up Spark for Deep Learning Development • Creating a Neural Network in Spark • Pain Points of Convolutional Neural Networks • Pain Points of Recurrent Neural Networks • Predicting Fire Department Calls with Spark ML • Using LSTMs in Generative Networks • Natural Language Processing with TF-IDF • Real Estate Value Prediction Using XGBoost • Predicting Apple Stock Market Cost with LSTM • Face Recognition Using Deep Convolutional Networks • Creating and Visualizing Word Vectors Using Word2Vec • Creating a Movie Recommendation Engine with Keras • Image Classification with TensorFlow on Spark
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Publisher: Packt Publishing
Published: July 2018
File size: –
Number of pages: 474
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Free as of 11/23/2019.