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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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Android Programming For Beginners : The Simple Guide to Learning Android Programming Fast!
ANDROID PROGRAMMING Android programming is a great skill for any aspiring computer programmer to have. Being able to create apps for Android can be fun, but also lucrative. Wouldn't it be great to create the next big app? While this doesn't happen often, it's definitely a possibility! Regardless if this is your goal or not, developing Android apps is super fun and enjoyable! This book is aimed at complete beginners to Android programming. It takes you through everything you need to know to begin making apps! It takes you step by step through the creation of your very first app, and helps you to hit the ground running! Here Is What You'll Learn About...History Of Android,Android's Architecture,App Development Preparation,Programming With JAVA & XML,How To Use Android Studio,Your First App,Editing & Distributing Your App,Much, Much More!
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Coding for Kids Ages 8-12 : Simple C++ Programming Lessons and Get You Started With Programming from Scratch (Coding for Absolute Beginners)
Games and activities that teach kids ages 8-12 to code with C++Learning to code isn't as hard as it sounds―you just have to get started! Coding for Kids in C++ starts off with the very basics: Learn why coding has taken the world by storm, and why C++ is a great way to get started. The book has 50 interactive programs, and then another 50 exercises to practice each concept at the back of every chapter. Every chapter is a building block of programming block of programming that kids can use to master the basics, and start creating their very own games. Kids will progress through unique lessons packed with helpful examples!Activities at the end of each chapter help test their new knowledge by combining multiple concepts. For young programmers who really want to show off their creativity, there are extra tricky challenges to tackle after each chapter. All kids need to get started is a computer and this book.Have kids improve their problem solving skills, computer literacy, logical arguments, and think independently while having fun learning an amazing new skill with this coding book for kids in C++.
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Simple Workshop Devices
However well equipped the workshop may be there seems to be an incessant need to make up special gadgets of one sort or another.These may range from mutilating a clothes peg to act as a 'third hand' up to major modifications to an existing machine tool.The making of such devices can be fun (indeed, some may appear to do nothing else!) but nevertheless the time taken up in 'devising the device' can often delay the completion of an important project.Shared experience is a most potent tool in reducing such delays, and can, moreover, often provide solutions to problems hitherto believed to be intractable.Tubal Cain has enjoyed more than sixty years' experience in designing and building engines and machines (in both full size and model dimensions) and over this time has made many ancillary devices.In this book he shares 52 of them with you. A number of these had been published in magazines from time to time and some were assembled in volume form about thirty years ago.The opportunity was later taken not only to reprint that book but to revise some of the entries to take advantage of user experience, to add new material and to introduce it into the popular Workshop Practice Series.
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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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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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Which simple programs are suitable for practicing programming?
Simple programs suitable for practicing programming include basic calculator applications, text-based games like hangman or tic-tac-toe, and simple data manipulation programs such as a program that sorts a list of numbers. These programs can help beginners practice fundamental programming concepts like variables, loops, conditionals, and basic data structures. Additionally, they provide a good foundation for understanding how to structure and organize code.
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Which simple time tracking software is being sought?
The simple time tracking software being sought is one that is easy to use and does not have overly complex features. The user is looking for a straightforward solution that allows them to track their time and tasks without unnecessary complications. They are likely interested in a software that is intuitive and user-friendly, making it easy to input and track their time without a steep learning curve.
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ASP.NET For Beginners : The Simple Guide to Learning ASP.NET Web Programming Fast!
ASP.NET FOR BEGINNERSAre you ready to dive into the exciting world of Asp.Net? If so, finding a guide that is easy to understand is essential. You’re in luck. This is exactly what you will find with this book. Here you can learn what the programming language is and why it is so effective. You will also learn important elements of getting started using it.Creating a great looking website does not have to be an unreachable goal. When you take the time to learn about asp.Net and the potential it has, you will see that creating a website for your business is an obtainable and affordable goal.Take your time, get to know the system and you will find that creating a website is something that is not only doable, but that can also be quite fun!This book takes you through the proper steps and information to ensure you have a solid foundation to begin using Asp.Net, and let's you hit the ground running!Here Is What You'll Learn About...What Is ASP.NET,Getting Started With ASP.NET,Website Building Basics,ASP.NET Security,Cookies & ASP.NET,Going Mobile,Much, Much More!
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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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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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What simple software is available for video editing?
There are several simple software options available for video editing, such as iMovie for Mac users and Windows Movie Maker for PC users. These programs offer basic editing tools like trimming, cutting, and adding transitions to videos. Other user-friendly options include Adobe Premiere Rush and Filmora, which provide more advanced features while still being easy to use for beginners. Overall, these simple software options are great for those looking to make basic edits to their videos without needing extensive technical knowledge.
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Which simple animes are suitable for learning Japanese?
Some simple animes that are suitable for learning Japanese include "Shirokuma Cafe" (Polar Bear Cafe), "Yuru Camp" (Laid-Back Camp), and "Non Non Biyori". These animes feature everyday conversations and simple language, making them great for beginners to practice listening and comprehension. Additionally, they often include cultural references and everyday activities that can help learners understand Japanese culture and customs.
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What is the difference between software development and programming?
Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.
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What simple software is available to edit MIDI files?
One simple software available to edit MIDI files is GarageBand, which is a music production software developed by Apple. Another option is Audacity, a free and open-source audio editing software that also supports MIDI file editing. Additionally, FL Studio, a popular digital audio workstation, offers MIDI editing capabilities as well. These software options provide users with basic tools to edit MIDI files such as adjusting notes, tempo, and adding effects.
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