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Keras Reinforcement Learning Projects: 9 projects exploring popular reinforcement learning techniques to build self-learning agents
Keras Reinforcement Learning Projects: 9 projects exploring popular reinforcement learning techniques to build self-learning agents

A practical guide to mastering reinforcement learning algorithms using Keras

Key Features

  • Build projects across robotics, gaming, and finance fields, putting reinforcement learning (RL) into action
  • Get to grips with Keras and practice on real-world unstructured...
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

  • Explore statistics and complex mathematics for data-intensive applications
  • Discover new developments in EM algorithm, PCA, and bayesian...
Hands-On Transfer Learning with Python: Implement advanced deep learning and neural network models using TensorFlow and Keras
Hands-On Transfer Learning with Python: Implement advanced deep learning and neural network models using TensorFlow and Keras

Deep learning simplified by taking supervised, unsupervised, and reinforcement learning to the next level using the Python ecosystem

Key Features

  • Build deep learning models with transfer learning principles in Python
  • implement transfer learning to solve real-world research...
Fostering Critical Thinking Through Collaborative Group Work: Insights from Hong Kong
Fostering Critical Thinking Through Collaborative Group Work: Insights from Hong Kong
This book reports on studies contextualised within the curriculum development of General Studies in primary education and Liberal Studies in secondary education in Hong Kong. Both areas call for a learning environment that is conducive to the use of collaborative group work to foster critical thinking. By employing a mixed-methods approach and...
Integration as Solution for Advanced Smart Urban Transport Systems: 15th Scientific and Technical Conference “Transport Systems. Theory & Practice ... in Intelligent Systems and Computing (844))
Integration as Solution for Advanced Smart Urban Transport Systems: 15th Scientific and Technical Conference “Transport Systems. Theory & Practice ... in Intelligent Systems and Computing (844))

Methods of advanced data collecting and their analysis, models which help with decision problems as well as technical solutions which improve the integrity of contemporary transport systems at urban area are only some of many problems connected with integration in passenger and freight transport which have been discussed in this...

Serverless Web Applications with React and Firebase: Develop real-time applications for web and mobile platforms
Serverless Web Applications with React and Firebase: Develop real-time applications for web and mobile platforms

Build rich and collaborative applications using client-side code with React, Redux, and Firebase

Key Features

  • A practical guide covering the full stack for web development with React 16 and Firebase
  • Leverage the power of Firebase Cloud Storage, messaging, functions, OAuth,...
The Sustainable Enterprise Fieldbook: Building New Bridges, Second Edition
The Sustainable Enterprise Fieldbook: Building New Bridges, Second Edition

With deep thought and inspiring examples, this updated book engages readers by increasing their understanding and awareness of what sustainability means conceptually, practically, personally, and professionally. It provides readers with the tools and techniques to improve the social, environmental, and economic performance of their...

Refugee Protection and Civil Society in Europe
Refugee Protection and Civil Society in Europe

This volume analyses civil society as an important factor in the European refugee regime. Based on empirical research, the chapters explore different aspects, structures and forms of civil society engagement during and after 2015. Various institutional, collective and individual activities are...

Hands-On Cryptography with Python: Leverage the power of Python to encrypt and decrypt data
Hands-On Cryptography with Python: Leverage the power of Python to encrypt and decrypt data

Learn to evaluate and compare data encryption methods and attack cryptographic systems

Key Features

  • Explore popular and important cryptographic methods
  • Compare cryptographic modes and understand their limitations
  • Learn to perform attacks on cryptographic...
Informal Ethnic Entrepreneurship: Future Research Paradigms for Creating Innovative Business Activity
Informal Ethnic Entrepreneurship: Future Research Paradigms for Creating Innovative Business Activity

This book presents a curated collection of research on ethnic entrepreneurship, focusing on the informal sector. The common theme of the expert contributions is that entrepreneurial motivation to start informal business is paramount to ethnic groups. In particular, the book explores the factors influencing ethnic groups to start...

Equivalent-Small-Parameter Analysis of DC/DC Switched-Mode Converter (CPSS Power Electronics Series)
Equivalent-Small-Parameter Analysis of DC/DC Switched-Mode Converter (CPSS Power Electronics Series)
This book focuses on the applications of Equivalent-Small-Parameter Method (ESPM) in solving the steady-state periodic solutions, as well as stability analysis, of kinds of open-loop or closed-loop operated DC/DC converters, such as PWM, quasi-resonant and resonant ones. The analytical expressions of DC components and harmonics of state...
Practical Computer Vision: Extract insightful information from images using TensorFlow, Keras, and OpenCV
Practical Computer Vision: Extract insightful information from images using TensorFlow, Keras, and OpenCV

A practical guide designed to get you from basics to current state of art in computer vision systems.

Key Features

  • Master the different tasks associated with Computer Vision and develop your own Computer Vision applications with ease
  • Leverage the power of Python,...
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