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Название: Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models
Автор: Akshay Kulkarni, Adarsha Shivananda, Nitin Ranjan Sharma
Издательство: Apress
Год: 2022
Формат: ePUB, PDF
Страниц: 240
Размер: 10,2 Mb
Язык: English

Design and develop end-to-end, production-grade computer vision projects for real-world industry problems. This book discusses computer vision algorithms and their applications using PyTorch. The book begins with the fundamentals of computer vision: convolutional neural nets, RESNET, YOLO, data augmentation, and other regularization techniques used in the industry. And then it gives you a quick overview of the PyTorch libraries used in the book. After that, it takes you through the implementation of image classification problems, object detection techniques, and transfer learning while training and running inference.

Название: Data Structures and Algorithms in Swift: Implement Stacks, Queues, Dictionaries, and Lists in Your Apps
Автор: Elshad Karimov
Издательство: Apress
Год: 2020
Формат: True PDF
Страниц: 215
Размер: 10 Mb
Язык: English

Control the performance and stability of the apps you develop in Swift by working with and understanding advanced concepts in data structures and algorithms.
All professional developers have to know which data structure and algorithms to use in their development process. Your choice directly affects the performance of your application. With this book, you’ll increase the performance of your software, become a better developer, and even pass tricky interview questions better when looking at professional development opportunities.

Название: Test Your Skills in Python : An interactive way to introduce the world of Computer Programming, 2nd Edition
Автор: Goel Shivani
Издательство: BPB Publications
Год: 2022
Формат: PDF
Страниц: 308
Размер: 10 Mb
Язык: English

This book contains to-the-point theory followed by questions about programming skills in Python. It provides an active and structured way of learning Python. The readers can test their learning by attempting MCQs, True/False questions, and questions about finding the output in a code, identifying the error and much more. The explanations of the answers provide detailed information about the concepts tested. All topics in Python are divided into 16 chapters in this book. These includes Syntax, Input-output, Data types, Strings, Operators and Expressions, Decision Control Statements, Loops, Functions, Lists, Dictionaries, Sets, Tuples, Classes, Files, Graphics, Arrays and Databases. More than 1000 questions are included for all the topics.

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.

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.

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.

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.

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.

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.

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!