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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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Digital Games and Language Learning : Theory, Development and Implementation
Due to the rapid development of gaming technologies in recent years, there has been a surge of interest in the role that digital games can play in foreign and second language learning.Bringing together innovative research from an international team of contributors, this book provides a comprehensive overview of the use of digital games in computer-assisted language learning (CALL). The book firstly lays the theoretical foundations and outlines various rationales for using digital games, incorporating contemporary theories of second language acquisition.It also explores the development and impact of digital games designed specifically for language learning, giving due consideration to design principles, pedagogical requirements and student health.Chapters then draw on case studies from Europe and Japan to analyse in-game interaction, attitudes and participation in both institutional and out-of-classroom settings.Seamlessly combining theory with practical application, this book outlines recent developments in the field and the direction of future research, and is a valuable resource for instructors, researchers and practitioners who are designing games or looking to use them in their classrooms.
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Introduction to Digital Music with Python Programming : Learning Music with Code
Introduction to Digital Music with Python Programming provides a foundation in music and code for the beginner.It shows how coding empowers new forms of creative expression while simplifying and automating many of the tedious aspects of production and composition. With the help of online, interactive examples, this book covers the fundamentals of rhythm, chord structure, and melodic composition alongside the basics of digital production.Each new concept is anchored in a real-world musical example that will have you making beats in a matter of minutes. Music is also a great way to learn core programming concepts such as loops, variables, lists, and functions, Introduction to Digital Music with Python Programming is designed for beginners of all backgrounds, including high school students, undergraduates, and aspiring professionals, and requires no previous experience with music or code.
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Learning, Training, and Development in Organizations
This scholarly book in SIOP’s Organizational Frontier series looks at research on enhancing knowledge acquisition and its application in organizations.It concentrates on training, design and delivery given the changing nature of work and organizations.Now that work is increasingly complex, there is greater emphasis on expertise and cognitive skills.Advances in technology such as computer simulations and web-based training are necessitating a more active role for the learner in the training process.In the broad context of the organization systems, this book promotes learning and development as a continuous lifelong endeavor.
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Is learning programming and software development very challenging?
Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.
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What is digital mixing software?
Digital mixing software is a type of computer program that allows users to mix and manipulate audio signals in a digital format. It provides a virtual interface with tools and controls for adjusting levels, adding effects, and creating a balanced and polished sound. Digital mixing software is commonly used in music production, live sound reinforcement, and recording studios, offering a flexible and efficient way to manage and enhance audio signals. It allows for precise control over individual tracks and overall sound quality, making it a valuable tool for audio professionals and enthusiasts.
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Can digital learning videos replace textbooks and traditional learning?
While digital learning videos can be a valuable supplement to traditional learning methods, they may not be able to fully replace textbooks and traditional learning. Textbooks provide a comprehensive and structured approach to learning, while digital videos may lack depth and detail. Additionally, some students may struggle with self-regulation and focus when using digital resources. A combination of both digital learning videos and traditional learning methods may be the most effective approach to cater to different learning styles and preferences.
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What is the exact difference between source coding and channel coding in digital modulation?
Source coding and channel coding are two different processes in digital modulation. Source coding is the process of compressing the data to reduce the amount of information that needs to be transmitted. It aims to remove redundancy and irrelevant information from the source data. On the other hand, channel coding is the process of adding redundancy to the data before transmission in order to make it more resilient to errors that may occur during transmission. It aims to protect the data from noise and interference in the communication channel. In summary, source coding reduces the amount of data to be transmitted, while channel coding adds redundancy to protect the data during transmission.
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Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming
It’s a jungle out there. Delivering software solutions with predictable costs, time, scope, and quality has become more complicated than ever.Developers need to account for multiple moving targets, including often avoided but always relevant factors such as culture, people, and leadership.To effectively deal with these challenges, it’s necessary to rethink the entire delivery chain of modern software development.This book addresses all these topics, putting everything in perspective, from the potential awkwardness created by cultural differences to connecting code with business outcomes to make delivering quality solutions possible.As a software engineer who strives to be his best and challenge the status quo when building IT systems, author Tengiz Tutisani always wanted a book that would cover all of these elements from a developer’s perspective — so he wrote one.Effective Software Development for the Enterprise builds on advanced disciplines, methodologies, and techniques derived from domain-driven design, software architecture, and extreme programming.Its objective is to aid modern software engineers and solution architects in building and delivering high-quality solutions for an enterprise while meeting ambitious criteria:Meet users' expectationsDeliver solutions on time with no defectsCreate products that can scale-out horizontallySolutions should not require a dedicated production support teamAccelerate development paceDouble ROI per developer, team, and softwareYou will learn how to achieve these objectives in any engineering environment by developing solid strategies based on the industry's well-known, recognized, and proven patterns and principles.After reading this book, you will be ready to effectively deal with any and all challenges posed by today’s hyper-competitive, globally-diverse, fast-moving enterprise environment. Who This Book Is ForProfessional software engineers and solution architects, as well as those aspiring to become one.Additionally, software engineering leaders will benefit from reading it, as it will help them maximize their impact via successful software project deliveries.
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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Principles of Digital Communication and Coding
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it.This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
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The Digital Coaching Revolution : How to Support Employee Development with Coaching Tech
WINNER: getAbstract International Book Award 2024 - Learning ImpactDigital coaching is transforming employee experience and the future of work as we know it.Discover what you need to look for in digital coaching services before signing or renewing a contract with a provider. Digital coaching offers organizations an effective, scalable and personalized approach to employee development that can transform an organization's entire workforce.This technology helps organizations seamlessly schedule, track and manage coaching services as well as evaluate ROI in ways previously unimaginable.The Digital Coaching Revolution is an essential resource for talent management, employee experience, L&D and HR business partners considering or already working with a digital coaching provider, platform or service. Written by Anna Tavis and Woody Woodward, The Digital Coaching Revolution includes information to help you scale digital coaching across your workforce, whether your C-suite is already on board or not.The chapters offer insight into how to determine what will help every company's specific needs, what questions to ask a digital coaching provider before signing or renewing a contract and how to use the data to get more out of this service.With case studies from large organizations that have found success in digital coaching including Visa, CVS and Hilton, this book is the resource you need to upgrade your organization's approaches to employee experience, L&D and broader HR initiatives.
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How can one switch to digital learning?
One can switch to digital learning by first identifying the appropriate digital learning platform or software that suits their needs. This could be a learning management system, online courses, or educational apps. Next, they should ensure they have the necessary technology such as a computer, tablet, or smartphone, as well as a stable internet connection. It's important to familiarize oneself with the digital tools and resources available, and to seek out support and training if needed. Finally, one can start by gradually integrating digital learning into their routine and gradually transitioning away from traditional methods.
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Does digital dog training work?
Digital dog training can be effective for some dogs, as it allows for flexibility in scheduling and access to a wide range of resources. However, it may not be as effective for all dogs, especially those who require more hands-on, in-person guidance. It's important to consider the individual needs and learning style of your dog when deciding if digital training is the right approach. Additionally, digital training can be a helpful supplement to in-person training, but may not be as effective as a standalone method for all dogs.
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Which programming languages are used in software development?
There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.
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What is a digital training certificate?
A digital training certificate is a credential that is awarded to individuals upon successful completion of an online training course or program. It serves as proof that the individual has acquired specific knowledge or skills in a particular subject area. Digital training certificates are typically issued in a digital format, making them easy to store, share, and verify online. These certificates are becoming increasingly popular as they provide a convenient and cost-effective way for individuals to enhance their skills and advance their careers.
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