LEARN TENSORFLOW: Master AI Model Development with Scalability and Precision. From Fundamentals to Practical Applications
About this ebook
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
About the author
Best-Selling Author, Diego Rodrigues is an International Consultant and Writer specializing in Market Intelligence, Technology and Innovation. With 42 international certifications from institutions such as IBM, Google, Microsoft, AWS, Cisco, and Boston University, Ec-Council, Palo Alto and META.
Rodrigues is an expert in Artificial Intelligence, Machine Learning, Data Science, Big Data, Blockchain, Connectivity Technologies, Ethical Hacking and Threat Intelligence.
Since 2003, Rodrigues has developed more than 200 projects for important brands in Brazil, USA and Mexico. In 2024, he consolidates himself as one of the largest new generation authors of technical books in the world, with more than 180 titles published in six languages.
