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Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow
Python Reinforcement Learning Projects: Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow

Implement state-of-the-art deep reinforcement learning algorithms using Python and its powerful libraries

Key Features

  • Implement Q-learning and Markov models with Python and OpenAI
  • Explore the power of TensorFlow to build self-learning models
  • Eight AI...
Deployment of Microsoft Azure Cloud Solutions: A complete guide to cloud development using Microsoft Azure
Deployment of Microsoft Azure Cloud Solutions: A complete guide to cloud development using Microsoft Azure

Master all the important and tough decision-making aspects involved in architecting an Azure public cloud for your organization.

Key Features

  • Deploy Azure Active Directory and implement synchronization
  • Manage storage solutions with Azure network services
  • ...
R Deep Learning Projects: Master the techniques to design and develop neural network models in R
R Deep Learning Projects: Master the techniques to design and develop neural network models in R

5 real-world projects to help you master deep learning concepts

Key Features

  • Master the different deep learning paradigms and build real-world projects related to text generation, sentiment analysis, fraud detection, and more
  • Get to grips with R's impressive range of...
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch
Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Build neural network models in text, vision and advanced analytics using PyTorch

Key Features

  • Learn PyTorch for implementing cutting-edge deep learning algorithms.
  • Train your neural networks for higher speed and flexibility and learn how to implement them in various...
Machine Learning for Finance: Principles and practice for financial insiders
Machine Learning for Finance: Principles and practice for financial insiders

A guide to advances in machine learning for financial professionals, with working Python code

Key Features

  • Explore advances in machine learning and how to put them to work in financial industries
  • Clear explanation and expert discussion of how machine learning works, with...
Blockchain By Example: A developer's guide to creating decentralized applications using Bitcoin, Ethereum, and Hyperledger
Blockchain By Example: A developer's guide to creating decentralized applications using Bitcoin, Ethereum, and Hyperledger

Implement decentralized blockchain applications to build scalable Dapps

Key Features

  • Understand the blockchain ecosystem and its terminologies
  • Implement smart contracts, wallets, and consensus protocols
  • Design and develop decentralized applications using...
Hands-On Cybersecurity for Architects: Plan and design robust security architectures
Hands-On Cybersecurity for Architects: Plan and design robust security architectures

Gain practical experience of creating security solutions and designing secure, highly available, and dynamic infrastructure for your organization

Key Features

  • Architect complex security structures using standard practices and use cases
  • Integrate security with any...
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions

A hands-on guide to deep learning that's filled with intuitive explanations and engaging practical examples

Key Features

  • Designed to iteratively develop the skills of Python users who don't have a data science background
  • Covers the key foundational concepts...
Getting Started with Python: Understand key data structures and use Python in object-oriented programming
Getting Started with Python: Understand key data structures and use Python in object-oriented programming

Harness the power of Python objects and data structures to implement algorithms for analyzing your data and efficiently extracting information

Key Features

  • Turn your designs into working software by learning the Python syntax
  • Write robust code with a solid understanding of...
Professional Azure SQL Database Administration: Equip yourself with the skills you need to manage and maintain your SQL databases on the Microsoft cloud
Professional Azure SQL Database Administration: Equip yourself with the skills you need to manage and maintain your SQL databases on the Microsoft cloud

Discover how you can migrate a traditional on-premise SQL server database to a cloud-based solution with Microsoft Azure. Built with database administrators in mind, this book emulates different scenarios you might come across while working with large, complex SQL database migrations and provides solutions for effectively managing...

Learning Malware Analysis: Explore the concepts, tools, and techniques to analyze and investigate Windows malware
Learning Malware Analysis: Explore the concepts, tools, and techniques to analyze and investigate Windows malware

Understand malware analysis and its practical implementation

Key Features

  • Explore the key concepts of malware analysis and memory forensics using real-world examples
  • Learn the art of detecting, analyzing, and investigating malware threats
  • Understand...
Cloud Native Development Patterns and Best Practices: Practical architectural patterns for building modern, distributed cloud-native systems
Cloud Native Development Patterns and Best Practices: Practical architectural patterns for building modern, distributed cloud-native systems

Learn to apply cloud-native patterns and practices to deliver responsive, resilient and message-driven systems with confidence

Key Features

  • Understand the architectural patterns involved in cloud-native architectures
  • Minimize risk by evolving your monolithic applications...
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