LEARN TENSORFLOW: From Fundamentals to Practical Applications: 25 (AI & Machine Learning ENG) - Softcover

Inhaltsangabe

LEARN TENSORFLOW

Master AI Model Development with Scalability and Precision. From Fundamentals to Practical Applications.

This comprehensive guide is aimed at developers and students who want to create robust, high-performance, and scalable solutions with TensorFlow.

You will learn to apply deep learning efficiently, master data pipelines, build advanced models, and deploy them professionally into production.

Includes:

• Tensor manipulation and model structuring with Keras

• Building and training CNNs, RNNs, Transformers, and GANs

• Regularization techniques, hyperparameter tuning, and performance optimization

• Practical implementation with tf.data, TensorBoard, and TensorFlow Lite

• Deployment with TensorFlow Serving, IoT integration, and use of GPUs and TPUs

• Real-world cases in NLP, computer vision, healthcare, and enterprise systems

By the end, you'll be fully equipped to develop TensorFlow applications for critical scenarios and scalable environments with technical excellence.

tensorflow, keras, deep learning, cnn, rnn, gpu, deployment, iot, scalable models

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