Category: Databases & Big Data

Neural Networks with TensorFlow and Keras: Training, Generative Models, and Reinforcement Learning 0

Neural Networks with TensorFlow and Keras

eBook Details: Paperback: 191 pages Publisher: WOW! eBook (January 1, 2025) Language: English ISBN-10: 8868810190 ISBN-13: 978-8868810190 eBook Description: Neural Networks with TensorFlow and Keras: Training, Generative Models, and Reinforcement Learning Explore the capabilities of machine learning and neural networks with this Neural Networks with TensorFlow and Keras: Training, Generative Models, and Reinforcement Learning book. This comprehensive guidebook is tailored for professional programmers seeking to deepen their understanding of neural networks, machine learning techniques, and large language models (LLMs). The book explores the core of machine learning techniques, covering essential topics such as data pre-processing, model selection, and customization. It provides a...

AI Solutions for the United Nations Sustainable Development Goals (UN SDGs): A Practical Approach Using JavaScript 0

AI Solutions for the United Nations Sustainable Development Goals (UN SDGs)

eBook Details: Paperback: 358 pages Publisher: WOW! eBook (December 18, 2024) Language: English ISBN-10: 8868805387 ISBN-13: 978-8868805387 eBook Description: AI Solutions for the United Nations Sustainable Development Goals (UN SDGs): A Practical Approach Using JavaScript Learn the United Nations Sustainable Development Goals (UN SDGs) and see how machine learning can significantly contribute to their realization. This AI Solutions for the United Nations Sustainable Development Goals (UN SDGs) book imparts both theoretical knowledge and hands-on experience in comprehending and constructing machine learning-based applications for addressing multiple UN SDGs using JavaScript. The reading begins with a delineation of diverse UN SDG targets, providing an...

Building Scalable Deep Learning Pipelines on AWS: Develop, Train, and Deploy Deep Learning Models 0

Building Scalable Deep Learning Pipelines on AWS

eBook Details: Paperback: 780 pages Publisher: WOW! eBook (December 20, 2024) Language: English ISBN-10: 8868810169 ISBN-13: 978-8868810169 eBook Description: Building Scalable Deep Learning Pipelines on AWS: Develop, Train, and Deploy Deep Learning Models This Building Scalable Deep Learning Pipelines on AWS book is your comprehensive guide to creating powerful, end-to-end deep learning workflows on Amazon Web Services (AWS). The book explores how to integrate essential big data tools and technologies such as PySpark, PyTorch, TensorFlow, Airflow, EC2, and S3 to streamline the development, training, and deployment of deep learning models. Starting with the importance of scaling advanced machine learning models, this book leverages...

Learning Algorithms for Internet of Things: Applying Python Tools to Improve Data Collection Use for System Performance 0

Learning Algorithms for Internet of Things

eBook Details: Paperback: 318 pages Publisher: WOW! eBook (December 20, 2024) Language: English ISBN-10: 8868805295 ISBN-13: 978-8868805295 eBook Description: Learning Algorithms for Internet of Things: Applying Python Tools to Improve Data Collection Use for System Performance (Maker Innovations Series) The advent of Internet of Things (IoT) has paved the way for sensing the environment and smartly responding. This can be further improved by enabling intelligence to the system with the support of machine learning and deep learning techniques. This Learning Algorithms for Internet of Things book describes learning algorithms that can be applied to IoT-based, real-time applications and improve the utilization of data...

Snowflake Recipes: A Problem-Solution Approach to Implementing Modern Data Pipelines 0

Snowflake Recipes: A Problem-Solution Approach to Implementing Modern Data Pipelines

eBook Details: Paperback: 420 pages Publisher: WOW! eBook (December 20, 2024) Language: English ISBN-10: 8868809378 ISBN-13: 978-8868809378 eBook Description: Snowflake Recipes: A Problem-Solution Approach to Implementing Modern Data Pipelines Explore Snowflake’s core concepts and unique features that differentiates it from industry competitors, such as, Azure Synapse and Google BigQuery. This Snowflake Recipes: A Problem-Solution Approach to Implementing Modern Data Pipelines book provides recipes for architecting and developing modern data pipelines on the Snowflake data platform by employing progressive techniques, agile practices, and repeatable strategies. You’ll walk through step-by-step instructions on ready-to-use recipes covering a wide range of the latest development topics. Then...