Utvidet returrett til 31. januar 2024

Bøker av Rajalingappaa Shanmugamani

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  • - Solve complex real-world problems by mastering reinforcement learning algorithms using OpenAI Gym and TensorFlow
    av Rajalingappaa Shanmugamani, Sudharsan Ravichandiran, Sean Saito & m.fl.
    658,-

    Reinforcement learning and deep reinforcement learning are the trending and most promising branches of artificial intelligence. This Learning Path will enable you to master not only the basic reinforcement learning algorithms but also the advanced deep reinforcement learning algorithms and their limitations.

  • - Expert machine learning systems and intelligent agents using Python
    av Giuseppe Bonaccorso, Armando Fandango & Rajalingappaa Shanmugamani
    672,-

    This Learning Path is your complete guide to quickly getting to grips with popular machine learning algorithms. You'll be introduced to the most widely used algorithms in supervised, unsupervised, and semi-supervised machine learning, and learn how to use them in the best possible manner. Ranging from Bayesian models to the MCMC algorithm to ...

  • - Eight hands-on projects exploring reinforcement learning algorithms using TensorFlow
    av Rajalingappaa Shanmugamani, Sean Saito & Yang Wenzhuo
    598,-

    Python Reinforcement Learning Projects brings various aspects and methodologies of RL using 8 real-world projects that explore RL and will have hands-on experience with real data and artificial intelligence problems. You will learn to build self-learning models using sophisticated techniques like Q-learning, Markov models and Monte-Carlo process.

  • - A practical guide to applying deep learning architectures to your NLP applications
    av Rajalingappaa Shanmugamani & Rajesh Arumugam
    524,-

    This book teaches you to leverage deep learning models in performing various NLP tasks along with showcasing the best practices in dealing with the NLP challenges. The book equips you with practical knowledge to implement deep learning in your linguistic applications using NLTk and Python's popular deep learning library, TensorFlow.

  • - Expert techniques to train advanced neural networks using TensorFlow and Keras
    av Rajalingappaa Shanmugamani
    524,-

    Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision, the science of manipulating and processing images. In this book, you will learn different techniques in deep learning to accomplish tasks related to object classification, object detection, image segmentation, captioning, ...

  • - 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning
    av Luca Massaron, Alberto Boschetti, Alexey Grigorev, m.fl.
    524,-

    This book is your guide to master deep learning with TensorFlow, with the help of 10 real-world projects. You will train high-performance models in TensorFlow to generate captions for images automatically, predict stocks' performance, create intelligent chatbots, perform large-scale text classification, develop recommendation systems, and more.

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