{"title":"Rajdeep Dua","description":null,"products":[{"product_id":"machine-learning-with-spark-book-rajdeep-dua-9781785889936","title":"Machine Learning with Spark -","description":"Create scalable machine learning applications to power a modern data-driven business using Spark 2.x  About This Book  • Get to the grips with the latest version of Apache Spark • Utilize Spark's machine learning library to implement predictive analytics • Leverage Spark's powerful tools to load, analyze, clean, and transform your data  Who This Book Is For  If you have a basic knowledge of machine learning and want to implement various machine-learning concepts in the context of Spark ML, this book is for you. You should be well versed with the Scala and Python languages.  What You Will Learn  • Get hands-on with the latest version of Spark ML • Create your first Spark program with Scala and Python • Set up and configure a development environment for Spark on your own computer, as well as on Amazon EC2 • Access public machine learning datasets and use Spark to load, process, clean, and transform data • Use Spark's machine learning library to implement programs by utilizing well-known machine learning models • Deal with large-scale text data, including feature extraction and using text data as input to your machine learning models • Write Spark functions to evaluate the performance of your machine learning models  In Detail  This book will teach you about popular machine learning algorithms and their implementation. You will learn how various machine learning concepts are implemented in the context of Spark ML. You will start by installing Spark in a single and multinode cluster. Next you'll see how to execute Scala and Python based programs for Spark ML. Then we will take a few datasets and go deeper into clustering, classification, and regression. Toward the end, we will also cover text processing using Spark ML. Once you have learned the concepts, they can be applied to implement algorithms in either green-field implementations or to migrate existing systems to this new platform. You can migrate from Mahout or Scikit to use Spark ML. By the end of this book, you will acquire the skills to leverage Spark's features to create your own scalable machine learning applications and power a modern data-driven business.   Style and approach  This practical tutorial with real-world use cases enables you to develop your own machine learning systems with Spark. The examples will help you combine various techniques and models into an intelligent machine learning system.","brand":"WoB","offers":[{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50399901319441,"sku":"CIN1785889931VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52405798076689,"sku":"NLS9781785889936","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52754776457489,"sku":"NIN9781785889936","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1785889931.jpg?v=1751279833"},{"product_id":"mastering-tensorflow-2-x-book-rajdeep-dua-9789391392222","title":"Mastering TensorFlow 2.x","description":"No detailed description available for \"Mastering TensorFlow 2.x\".","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52430408712465,"sku":"NLS9789391392222","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9789391392222.jpg?v=1759169658"},{"product_id":"keras-deep-learning-cookbook-book-rajdeep-dua-9781788621755","title":"Keras Deep Learning Cookbook","description":"Leverage the power of deep learning and Keras to develop smarter and more efficient data models  Key Features  Understand different neural networks and their implementation using Keras Explore recipes for training and fine-tuning your neural network models Put your deep learning knowledge to practice with real-world use-cases, tips, and tricks  Book DescriptionKeras has quickly emerged as a popular deep learning library. Written in Python, it allows you to train convolutional as well as recurrent neural networks with speed and accuracy. The Keras Deep Learning Cookbook shows you how to tackle different problems encountered while training efficient deep learning models, with the help of the popular Keras library. Starting with installing and setting up Keras, the book demonstrates how you can perform deep learning with Keras in the TensorFlow. From loading data to fitting and evaluating your model for optimal performance, you will work through a step-by-step process to tackle every possible problem faced while training deep models. You will implement convolutional and recurrent neural networks, adversarial networks, and more with the help of this handy guide. In addition to this, you will learn how to train these models for real-world image and language processing tasks.  By the end of this book, you will have a practical, hands-on understanding of how you can leverage the power of Python and Keras to perform effective deep learning What you will learn  Install and configure Keras in TensorFlow Master neural network programming using the Keras library Understand the different Keras layers Use Keras to implement simple feed-forward neural networks, CNNs and RNNs Work with various datasets and models used for image and text classification Develop text summarization and reinforcement learning models using Keras  Who this book is forKeras Deep Learning Cookbook is for you if you are a data scientist or machine learning expert who wants to find practical solutions to common problems encountered while training deep learning models. A basic understanding of Python and some experience in machine learning and neural networks is required for this book.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52655398945041,"sku":"NLS9781788621755","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53152272646417,"sku":"NIN9781788621755","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781788621755.jpg?v=1762220397"}],"url":"https:\/\/www.worldofbooks.com\/collections\/author-books-by-rajdeep-dua.oembed","provider":"World of Books ","version":"1.0","type":"link"}