Название: Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems
Автор: Dr. Rajkumar Tekchandani, Dr. Neeraj Kumar
Издательство: BPB Publications
Год: 2023
Страниц: 624
Язык: английский
Формат: Retail PDF
Размер: 27.0 MB

A comprehensive guide to Deep Learning for Beginners. Deep Learning has become increasingly important due to the growing need to process and make sense of vast amounts of data in various fields. If you want to gain a deeper understanding of the techniques and implementations of deep learning, then this book is for you. The book presents you with a thorough introduction to AI and Machine learning, starting from the basics and progressing to a comprehensive coverage of Deep Learning with Python. You will be introduced to the intuition of Neural Networks and how to design and train them effectively. Moving on, you will learn how to use Convolutional Neural Networks for image recognition and other visual tasks. The book then focuses on localization and object detection, which are crucial tasks in many applications, including self-driving cars and robotics. You will also learn how to use Deep Learning algorithms to identify and locate objects in images and videos. In addition, you will gain knowledge on how to create and train Recurrent Neural Networks (RNNs), as well as explore more advanced variations of RNNs. Lastly, you will learn about Generative Adversarial Networks (GAN), which are used for tasks like image generation and style transfer.

Название: Kubernetes Cookbook: Building Cloud-Native Applications, 2nd Edition (Second Early Release)
Автор: Sameer Naik, Sebastien Goasguen, Jonathan Michaux
Издательство: O’Reilly Media, Inc.
Год: 2023-06-26
Страниц: 115
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Kubernetes is the de facto standard for container orchestration and distributed applications management across a microservices framework. With this practical cookbook, you'll learn hands-on Kubernetes recipes for automating the deployment, scaling, and operations of application containers across clusters of hosts. In this fully updated second edition, Sameer Naik, Sebastien Goasguen, and Jonathan Michaux from TriggerMesh provide a problem-solution-discussion format with easy lookups to help you find the detailed answers you need—fast. Kubernetes lets you deploy your applications quickly and predictably, so you can efficiently respond to customer demand. This cookbook delivers the essential knowledge that developers and system administrators need to get there.

Название: Introduction to Programming Using Java, Version 9, Swing Edition
Автор: David J. Eck
Издательство: Hobart and William Smith Colleges
Год: May, 2022
Страниц: 790
Язык: английский
Формат: pdf (true), epub + code
Размер: 10.5 MB

Welcome to Version 9.0 of Introduction to Programming Using Java, a free, on-line textbook for introductory programming that uses Java as the language of instruction. This book is directed mainly towards beginning programmers, although it might also be useful for experienced programmers who want to learn something about Java. Version 9 covers Java 17. It updates the previous version mostly by moving definitively to Java 17 and by adding a new Swing edition. Java currently has two major approaches to Graphical User Interface programming: JavaFX and Swing. This edition of the textbook uses Swing, but there is an alternative edition that uses JavaFX. Swing is a standard part of Java. JavaFX was introduced as a more modern approach to GUI programming, but it must be downloaded and installed separately from Java itself, which makes it more complicated to use. Swing and JavaFX can both be used to write complex, fully functional GUI programs, and either one is a reasonable choice. Version 8 of this textbook used JavaFX. The alternative edition that uses Swing has been added for Version 9.

Название: ChatGPT Enterprise Informative Course
Автор: Dwayne Anderson
Издательство: Independently published
Год: 2023
Страниц: 106
Язык: английский
Формат: epub
Размер: 16.3 MB

Are You Someone Who Vigorously Thinks of Working Smart, Just Like a Robot? Get wind of creating customer experiences, marketing campaigns, replying to customer support, and more by Exploring “ChatGPT Expertise”. Who wants to spend hours writing and documenting everything for business? Who wants to face difficulty in finding the right tone for their texts to convey their message to the audience? Who finds it easy to brainstorm ideas for the betterment of business? The evolution of Artificial Intelligence (AI) is now in full swing, and chatbots are only a faint splash on a massive wave of progress. Get hooked on immensely powerful chatbots that are inspiring awe and creating excitement in the minds of people. Love them or Hate them, Chatbots are here to Stay. Today’s Chatbots are Smarter, More Responsive, and More Practical – We’ll be exploring why Chatbots have become such a popular marketing technology.

Название: Computational Methods and GIS Applications in Social Science, 3rd Edition
Автор: Fahui Wang, Lingbo Liu
Издательство: CRC Press
Год: 2024
Страниц: 440
Язык: английский
Формат: pdf (true)
Размер: 41.6 MB

This textbook integrates GIS, spatial analysis, and computational methods for solving real-world problems in various policy-relevant social science applications. Thoroughly updated, the third edition showcases the best practices of computational spatial social science and includes numerous case studies with step-by-step instructions in ArcGIS Pro and open-source platform KNIME. Readers sharpen their GIS skills by applying GIS techniques in detecting crime hotspots, measuring accessibility of primary care physicians, forecasting the impact of hospital closures on local community, or siting the best locations for business. Google launched the Google Maps API, a javascript API, to allow customization of online maps in 2005. The Google Maps API enables one to estimate the travel time without reloading the web page or displaying portions of the map. An earlier version of the Python program was developed to use the Google Maps API for computing an OD travel time matrix.

Название: Python Networking 101: Navigating essentials of networking, socket programming, AsyncIO, Python libraries, network testing, simulations and Ansible Automation
Автор: Odette Windsor
Издательство: GitforGits
Год: 2023
Страниц: 273
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Python Networking 101 is the ultimate guide for aspiring network administrators looking to build their network management and automation skills using Python. With a comprehensive and hands-on approach, this book covers the most important aspects of networking, including network fundamentals, network automation, monitoring, security, topology, and testing. The book begins with an overview of the Python language and its libraries used for networking tasks. Each chapter then focuses on a specific networking task, providing readers with a deep understanding of the topic and practical demonstrations using Python libraries. By the end of each chapter, readers will be well-versed in the execution and implementation of these tasks.

Название: The ChatGPT Revolution: How to Simplify Your Work and Life Admin with AI
Автор: Donna McGeorge
Издательство: Wiley
Год: 2023
Страниц: 186
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

The essential guide to using AI in your everyday life The ChatGPT Revolution is the ultimate quick-start guide to unlocking the power of AI tool ChatGPT. We’re on the edge of an AI revolution… but what does that mean for you? It’s time to get curious about how the latest tech can help you handle your everyday load, at work and at home! Whether you’re overwhelmed by repetitive, time-consuming tasks or you’re simply looking for a fresh injection of creativity, ChatGPT is the virtual assistant that’s got your back. With this essential handbook, you’ll learn how quickly and easily ChatGPT can turn your to-do list into a ta-da list. From helping you write emails and reports to planning your next meal or vacation, ChatGPT offers a new way to simplify your daily tasks and responsibilities. The ChatGPT Revolution shows you exactly how to use this innovative tech to save on time and stress. Sharing practical tips and fun ideas, author and acclaimed productivity expert Donna McGeorge unpacks everything you need to know. Whether you’re a busy professional or you simply want an answer to the dreaded question ‘What’s for dinner?,’ The ChatGPT Revolution reveals how you can use ChatGPT as a tool to simplify your life.

Название: Machine Learning with Python for PC, Raspberry Pi, and Maixduino
Автор: Dr. Gunter Spanner
Издательство: Elektor Publication
Год: 2022
Страниц: 248
Язык: английский
Формат: pdf (true)
Размер: 24.8 MB

Most people are increasingly confronted with the applications of Artificial Intelligence (AI). Music or video ratings, navigation systems, shopping advice, etc. are based on methods that can be attributed to this field. In this book, several different systems will be used to get to know the methods of machine learning in more detail. In addition to the PC, both the Raspberry Pi and the Maixduino will demonstrate their capabilities in the individual projects. In addition to applications such as object and facial recognition, practical systems such as bottle detectors, person counters, or a “talking eye” will also be created. Deep-learning frameworks such as TensorFlow or Theano can also be integrated into Python quite easily using KERAS.

Название: Kickstart to Python 3 : An Ultra-Rapid Programming Course
Автор: Ashwin Panjakar
Издательство: Elektor Publication
Год: 2022
Страниц: 208
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book serves as the very first step to for novices to learn Python programming. The book is divided into ten chapters. In the first chapter, readers are introduced to the basics of Python. It has the detailed instructions for installation on various platforms such as macOS, Windows, FreeBSD, and Linux. It also covers the other aspects of Python programming such as IDEs and Package Manager. The second chapter is where the readers get an opportunity to have a detailed hands-on with Python programming. It covers a group of built-in data structures popularly known as Python Collections. The third chapter covers the important concepts of strings, functions, and recursion. The fourth chapter focuses on the Object-Oriented Programming with Python.

Название: Introduction to Programming Using Java, Version 9, JavaFX Edition
Автор: David J. Eck
Издательство: Hobart and William Smith Colleges
Год: May, 2022
Страниц: 773
Язык: английский
Формат: pdf (true), epub + code
Размер: 12.6 MB

Welcome to version 9.0 of Introduction to Programming Using Java, a textbook for introductory programming that uses Java as the language of instruction. This book is directed mainly towards beginning programmers, although it might also be useful for experienced programmers who want to learn something about Java. Version 9 covers Java 17. There are no prerequisites beyond a general familiarity with the ideas of computers and programs. There is more than enough material for a full year of college-level programming. Chapters 1 through 7 can be used as a textbook in a one-semester college-level course or in a year-long high school course. The remaining chapters can be covered in a second course.