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 Название: Beginning with Deep Learning Using TensorFlow: A Beginners Guide to TensorFlow and Keras for Practicing Deep Learning Principle
Автор: Mohan Kumar Silaparasetty
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 315
Размер: 14,7 Mb
Язык: English
This book begins with the configuration of an Anaconda development environment, essential for practicing the deep learning process. The basics of machine learning, which are needed for Deep Learning, are explained in this book.
TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them.
After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP. | |
Разместил: vitvikvas 18-07-2022, 12:05 | Комментарии: 0 | Подробнее
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 Название: Head First Git
Автор: Raju Gandhi
Издательство: O’Reilly Media
Год: 2022
Формат: True PDF
Страниц: 508
Размер: 16,8 Mb
Язык: English
Many people who use Git rely on "recipes"--copying and pasting commands they find on the internet without really understanding how Git actually works. But what do you do if you find yourself in a tight spot? You can't simply wing it. With this unique hands-on guide, you'll learn the ways of Git and have fun while doing it. Raju Gandhi peels back the layers to reveal the simple yet powerful engine that powers Git, so you'll understand not just the how but the why. You'll master branches, merges, commit messages, search, utilities, and more; learn best practices for collaborative work; and unlock the full potential of Git. | |
Разместил: vitvikvas 18-07-2022, 11:23 | Комментарии: 0 | Подробнее
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 Название: Programming Techniques using Python: Have Fun and Play with Basic and Advanced Core Python
Автор: Saurabh Chandrakar, Nilesh Bhaskarrao Bahadure
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 934
Размер: 13,4 Mb
Язык: English
This book on python was written keeping in view of the beginners who struggle to get good content and programs for learning in a very lucid manner. The main objective of writing this book was to clear the concepts from basics to advanced levels in a very simple way. The above book contains all the basic needs that a python programmer should know. All the concepts have been cleared with step-by-step approach and comment wherever necessary. A reader can understand very easily and practice it to sharpen the skills so that they can cement their position in this area in various multinational companies. The level is up to the mark and it is guaranteed that the reader will no longer be requiring any other book for the same concepts. The reader's confidence will be at the highest level after going through this book and we assure you that all the minute details have been taken into consideration while delivering the contents. | |
Разместил: vitvikvas 17-07-2022, 12:35 | Комментарии: 0 | Подробнее
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 Название: Managing Machine Learning Projects
Автор: Simon Thompson
Издательство: Manning Publications
Год: 2022 MEAP V4
Формат: True PDF
Страниц: 148
Размер: 10 Mb
Язык: English
Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required! Managing Machine Learning Projects is an end-to-end guide for project managers who need to deliver machine learning applications on time and under budget. It gives you a unique set of tools, approaches, and processes designed to handle the unique requirements of machine learning project management—all proven in practice to deliver success in full-scale business environments. | |
Разместил: vitvikvas 17-07-2022, 12:25 | Комментарии: 0 | Подробнее
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 Название: Regularization in Deep Learning
Автор: Peng Liu
Издательство: Manning Publications
Год: 2022 MEAP V3
Формат: True PDF
Страниц: 177
Размер: 11,1 Mb
Язык: English
Make your deep learning models more generalized and adaptable! These practical regularization techniques improve training efficiency and help avoid overfitting errors. Regularization in Deep Learning teaches you how to improve your model performance with a toolbox of regularization techniques. It covers both well-established regularization methods and groundbreaking modern approaches. Each technique is introduced using graphics, illustrations, and step-by-step coding walkthroughs that make complex math easy to follow. | |
Разместил: vitvikvas 17-07-2022, 12:14 | Комментарии: 0 | Подробнее
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 Название: Robotics for Software Engineers
Автор: Andreas Bihlmaier
Издательство: Manning Publications
Год: 2022 MEAP3
Формат: True PDF
Страниц: 240
Размер: 11,3 Mb
Язык: English
Master the skills you need to program robots and other mechanical systems. Interesting examples and clear explanations guide you through programming robot arms, robots that drive and fly, and mobile manipulators. | |
Разместил: vitvikvas 17-07-2022, 12:05 | Комментарии: 0 | Подробнее
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 Название: AWS for Non-Engineers
Автор: Hiroko Nishimura
Издательство: Manning Publications
Год: 2022 MEAP V3
Формат: True PDF
Страниц: 132
Размер: 10 Mb
Язык: English
This friendly, fast-paced guide is perfect for anyone puzzled by the cloud! Learn the fundamentals of Amazon Web Services, and be ready to ace your AWS Certified Cloud Practitioner Exam. AWS for Non-engineers is an absolute beginner’s guide to Amazon Web Services, the most popular cloud platform. It provides a comprehensive introduction to cloud computing concepts without any confusing technical jargon. You’ll learn how AWS and cloud computing can bring value to your business, how the cloud is different from “legacy” IT, and about the core AWS services you can use right out of the box. AWS for Non-engineers is also designed to help you ace the entry-level AWS Certified Cloud Practitioner Exam and add a great cloud credential to your resume! | |
Разместил: vitvikvas 17-07-2022, 11:51 | Комментарии: 0 | Подробнее
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 Название: Amazon Web Services in Action, 3rd Edition
Автор: Andreas Wittig, Michael Wittig
Издательство: Manning Publications
Год: 2022 MEAP V3
Формат: True PDF
Страниц: 213
Размер: 25 Mb
Язык: English
This bestselling guide reveals best practices for security, high availability, and scalability on AWS, the world’s most popular cloud. It’s packed with techniques for automating your deployment, management, and even your infrastructure using Infrastructure as Code. Amazon Web Services in Action: An in-depth guide to AWS has helped thousands of developers succeed with the AWS cloud. This hands-on guide gives a complete introduction to computing, storage, and networking, along with best practices for all core AWS services. Amazon Web Services in Action, Third Edition: An in-depth guide to AWS is a comprehensive introduction to everything AWS. This revised edition covers all the core services in clear, plain language, including services such as AWS Lambda and CloudFormation. Throughout, you’ll automate your deployment, your scaling, and even your infrastructure management using powerful Infrastructure as Code tools. You’ll learn how to secure network traffic with a private cloud, achieve high availability with autoscaling, share data with EFS, and deliver in-memory storage with ElastiCache. Real world examples like hosting a WordPress site and deploying a note-taking app on containers ensure you’re always learning hands-on. | |
Разместил: vitvikvas 17-07-2022, 11:31 | Комментарии: 0 | Подробнее
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 Название: Visual C# How to Program, 6th Edition
Автор: Paul Deitel, Harvey Deitel
Издательство: Pearson
Год: 2018
Формат: True PDF
Страниц: 1055
Размер: 12 Mb
Язык: English
For all basic-to-intermediate level courses in Visual C# programming. An informative, engaging, challenging and entertaining introduction to Visual C#Created by world-renowned programming instructors Paul and Harvey Deitel, Visual C# How to Program, Sixth Edition introduces students to the world of desktop, mobile and web app development with Microsoft’s® Visual C#® programming language. Students will use the .NET platform and the Visual Studio® Integrated Development Environment to write, test, and debug applications and run them on a wide variety of Windows® devices. At the heart of the book is the Deitel signature live-code approach—rather than using code snippets, the authors present concepts in the context of complete working programs followed by sample executions. Students begin by getting comfortable with the Visual Studio Community edition IDE and basic C# syntax. Next, they build their skills one step at a time, mastering control structures, classes, objects, methods, variables, arrays, and the core techniques of object-oriented programming. With this strong foundation in place, the authors introduce more sophisticated techniques, including searching, sorting, data structures, generics, and collections. | |
Разместил: vitvikvas 17-07-2022, 10:52 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence in Medical Sciences and Psychology
Автор: Tshepo Chris Nokeri
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 178
Размер: 10 Mb
Язык: English
Get started with artificial intelligence for medical sciences and psychology. This book will help healthcare professionals and technologists solve problems using machine learning methods, computer vision, and natural language processing (NLP) techniques. | |
Разместил: vitvikvas 17-07-2022, 09:48 | Комментарии: 0 | Подробнее
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