Search results for "ankit"
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TensorFlow Machine Learning Projects
Implement TensorFlow's offerings such as TensorBoard, TensorFlow.js, TensorFlow Probability, and TensorFlow Lite to build smart automation projectsKey FeaturesUse machine learning and deep learning principles to build real-world projectsGet to grips with TensorFlow's impressive range of module offeringsImplement projects on GANs, reinforcement learning, and capsule networkBook DescriptionTensorFlow has transformed the way machine learning is perceived. TensorFlow Machine Learning Projects teaches you how to exploit the benefits—simplicity, efficiency, and flexibility—of using TensorFlow in various real-world projects. With the help of this book, you’ll not only learn how to build advanced projects using different datasets but also be able to tackle common challenges using a range of libraries from the TensorFlow ecosystem.To start with, you’ll get to grips with using TensorFlow for machine learning projects; you’ll explore a wide range of projects using TensorForest and TensorBoard for detecting exoplanets, TensorFlow.js for sentiment analysis, and TensorFlow Lite for digit classification.As you make your way through the book, you’ll build projects in various real-world domains, incorporating natural language processing (NLP), the Gaussian process, autoencoders, recommender systems, and Bayesian neural networks, along with trending areas such as Generative Adversarial Networks (GANs), capsule networks, and reinforcement learning. You’ll learn how to use the TensorFlow on Spark API and GPU-accelerated computing with TensorFlow to detect objects, followed by how to train and develop a recurrent neural network (RNN) model to generate book scripts.By the end of this book, you’ll have gained the required expertise to build full-fledged machine learning projects at work.What you will learnUnderstand the TensorFlow ecosystem using various datasets and techniquesCreate recommendation systems for quality product recommendationsBuild projects using CNNs, NLP, and Bayesian neural networksPlay Pac-Man using deep reinforcement learningDeploy scalable TensorFlow-based machine learning systemsGenerate your own book script using RNNsWho this book is forTensorFlow Machine Learning Projects is for you if you are a data analyst, data scientist, machine learning professional, or deep learning enthusiast with basic knowledge of TensorFlow. This book is also for you if you want to build end-to-end projects in the machine learning domain using supervised, unsupervised, and reinforcement learning techniques
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New Nuclear Age
The world is entering a new nuclear age. Nuclear weapons are returning to the fore of international statecraft in ways unseen since the Cold War. With major powers like Russia issuing threats of nuclear strikes, China and North Korea continuing to grow their arsenals, and new prospects for proliferation from the Middle East to East Asia, the world has been thrust into a new era of heightened nuclear risk. In this incisive book, international security expert Ankit Panda explores the enduring and emerging factors that are contributing to this new nuclear age. From strained great power ties to complex multipolar dynamics and the precipitous decline of arms control, he shows how our coexistence with the bomb is becoming more complicated and perilous. The prospect of nuclear escalation is again shaping how political decision-makers and military establishments around the world think and act. But unlike the peril of the Cold War, a greater number of nuclear players and a plethora of new technologies, including AI and exotic new weapons, make the search for stability far from straightforward. Managing the risks of a nuclear confrontation, he argues, will require new urgency and thinking to pull us back from the precipice of global catastrophe.
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Mastering Apache Storm
Master the intricacies of Apache Storm and develop real-time stream processing applications with easeAbout This Book• Exploit the various real-time processing functionalities offered by Apache Storm such as parallelism, data partitioning, and more• Integrate Storm with other Big Data technologies like Hadoop, HBase, and Apache Kafka• An easy-to-understand guide to effortlessly create distributed applications with StormWho This Book Is ForIf you are a Java developer who wants to enter into the world of real-time stream processing applications using Apache Storm, then this book is for you. No previous experience in Storm is required as this book starts from the basics. After finishing this book, you will be able to develop not-so-complex Storm applications. What You Will Learn• Understand the core concepts of Apache Storm and real-time processing• Follow the steps to deploy multiple nodes of Storm Cluster• Create Trident topologies to support various message-processing semantics• Make your cluster sharing effective using Storm scheduling• Integrate Apache Storm with other Big Data technologies such as Hadoop, HBase, Kafka, and more• Monitor the health of your Storm clusterIn DetailApache Storm is a real-time Big Data processing framework that processes large amounts of data reliably, guaranteeing that every message will be processed. Storm allows you to scale your data as it grows, making it an excellent platform to solve your big data problems. This extensive guide will help you understand right from the basics to the advanced topics of Storm.The book begins with a detailed introduction to real-time processing and where Storm fits in to solve these problems. You'll get an understanding of deploying Storm on clusters by writing a basic Storm Hello World example. Next we'll introduce you to Trident and you'll get a clear understanding of how you can develop and deploy a trident topology. We cover topics such as monitoring, Storm Parallelism, scheduler and log processing, in a very easy to understand manner. You will also learn how to integrate Storm with other well-known Big Data technologies such as HBase, Redis, Kafka, and Hadoop to realize the full potential of Storm.With real-world examples and clear explanations, this book will ensure you will have a thorough mastery of Apache Storm. You will be able to use this knowledge to develop efficient, distributed real-time applications to cater to your business needs.Style and approachThis easy-to-follow guide is full of examples and real-world applications to help you get an in-depth understanding of Apache Storm. This book covers the basics thoroughly and also delves into the intermediate and slightly advanced concepts of application development with Apache Storm.
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Anklet Charm Kit
Create summer’s must-have accessory: a custom anklet! With beads, charms, cording, and more, plus full instructions, this kit has everything you need to get started.Celebrate sandal season with a cute anklet accessory! The Anklet Charm Kit makes it easy, even if you’re new to beading and jewelry making! Inside the kit, you’ll find a full instruction book with beading and jewelry basics, plus all the supplies and tools you need to make your chosen design, including jewelry pliers. Use the included projects to construct your anklet or use them as inspiration and design your own.Get started with a quick review of beading and jewelry techniques, including topics such as crimp beads, jump rings, working with chain, and more. Next, follow along with the instructions to create a variety of anklet designs.The kit includes:BeadsEnamel charmsBeading stringFaux leather cordingChainJewelry pliersJewelry clasps & findingsUse this all-in-one kit to make the hottest summer accessory, perfect for beading beginners, summer crafting, and more.
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Tale of an Anklet
Originating in Tamil mythology, "Cilappatikaram" is the love story of Kannaki and Kovalan. Kannaki wears a circular anklet representing the power, strength and dignity of the goddess Pattini. Goddess status is bestowed upon Kannaki as her life undergoes the same fate as the anklet that is stolen and used as a weapon. The story of Kannaki follows the conventions of classical Tamil poetry and is told in three phases: the erotic, the mythic, and the heroic. This epic ranks with the "Ramayana" and the "Mahabharata" as one of the great classics of Indian literature.
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