3,718円 Get a head start in the world of AI and deep learning by developing your skills with PyTorch Key Features Learn how to define your own network architecture in deep learning Implement helpful methods to create and train a model using PyTorch syntax Discover how intelligent applications using feat...

3,718円 Take a comprehensive and step-by-step approach to understanding machine learning Key Features Discover how to apply the scikit-learn uniform API in all types of machine learning models Understand the difference between supervised and unsupervised learning models Reinforce your understanding of m...

3,718円 With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activities Key Features Learn about AI and ML algorithms from the perspective of a seasoned data scientist Get practic...

4,289円 With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time Key Features • Learn how to integrate Amazon's Simple Storage Services with AI and NLP projects • Get to grips with serverless c...

3,861円 Discover how to leverage Keras, the powerful and easy-to-use open source Python library for developing and evaluating deep learning models Key Features • Get to grips with various model evaluation metrics, including sensitivity, specificity, and AUC scores • Explore advanced concepts such as sequ...

4,289円 Learning how to apply unsupervised algorithms on unlabeled datasets from scratch can be easier than you thought with this beginner's workshop, featuring interesting examples and activities Key Features • Get familiar with the ecosystem of unsupervised algorithms • Learn interesting methods to sim...

3,288円 Cut through the noise and get real results with this workshop for beginners. Use a project-based approach to exploring machine learning with TensorFlow and Keras. Key Features • Understand the nuances of setting up a deep learning programming environment • Gain insights into the common components...

4,289円 Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret text Key Features • Understand how to implement deep learning with TensorFlow and Keras • Learn the fundamentals of computer vision and image recognition • Study the archit...

5,290円 Resolve the black box models in your AI applications to make them fair, trustworthy, and secure. Familiarize yourself with the basic principles and tools to deploy Explainable AI (XAI) into your apps and reporting interfaces. Key Features Learn explainable AI tools and techniques to process trus...

4,861円 Start with the basics of reinforcement learning and explore deep learning concepts such as deep Q-learning, deep recurrent Q-networks, and policy-based methods with this practical guide Key Features Use TensorFlow to write reinforcement learning agents for performing challenging tasks Learn how ...

21,404円 This text provides a concise introduction to non-equilibrium thermodynamics of open, complex systems using a first-principles approach. In the first chapters, the principles of thermodynamics of complex systems are discussed. The subsequent chapters apply the principles to the dynamics of chemica...

12,282円 This book provides insights into contemporary issues and challenges in soft computing applications and techniques in healthcare. It will be a useful guide to identify, categorise and assess the role of different soft computing techniques for disease, diagnosis and prediction due to technological ...