You will learn how to set up the ideal development environment, build architectures using the sequential model and the functional API, tune hyperparameters, apply regularization, interpret networks with Grad-CAM, and monitor results with TensorBoard. Additionally, this manual details integration with libraries such as Pandas, Matplotlib, and Scikit-Learn, enabling complete workflows for modeling, evaluation, and deployment in production using APIs or serverless environments.
The book covers essential topics such as training with GPUs and TPUs, tuning with Keras Tuner, using callbacks, best practices with TensorFlow, and modern strategies for model engineering. Each chapter follows the TECHWRITE 2.1 Protocol, featuring clear explanations, practical examples, commented common errors, applicable best practices, and a full focus on immediate applicability.
Suitable for beginners in neural networks as well as professionals in data science, machine learning, and predictive automation, this book is designed to transform theory into real-world solutions, with a focus on technical clarity, progressive structure, and practical mastery of neural networks.
LEARN KERAS is your definitive step to begin your journey toward mastering Deep Learning with efficiency, robustness, and professional purpose. Ideal for those who want to master artificial intelligence with depth and pragmatism.
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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.