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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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Input
Input is the name of a topic – the way that language 'out there' impacts the development of interlanguage, within the individual.It is perhaps the most important aspect of second language learning.This Element offers an overview of the key concepts related to input and the major lines of research exploring its nature and its role in second language learning.It then puts things together into a coherent, if controversial, picture of input and its role in development, emphasizing the place of consciousness.In this and most other current perspectives, implicit (unconscious) input-based learning is the heart of second language acquisition.This suggests two general options for teaching: (a) trust the natural implicit processes, trying to create optimal conditions for them; (b) direct those processes to selected features of the input, probably using explicit instruction.The conclusion is that (a) appears preferable.
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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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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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Can you explain input control in C programming?
Input control in C programming refers to the process of validating and sanitizing user input to ensure that the program functions correctly and securely. This involves checking for errors such as invalid data types, out-of-range values, and buffer overflows. Input control helps prevent unexpected behavior and vulnerabilities in the program by enforcing constraints on the input data. It is essential for writing robust and secure C programs.
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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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How can input control be implemented in C programming?
Input control in C programming can be implemented by using functions like `scanf()` or `fgets()` to read user input. It is important to validate the input received from the user to ensure it meets the expected format and range. This can be done by checking the return value of the input functions and using conditional statements to handle invalid input. Additionally, using loops to repeatedly prompt the user for input until valid data is entered can help improve input control in C programming.
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
Price: 10.59 € | Shipping*: 0 €
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How can one handle incorrect input in C programming?
One way to handle incorrect input in C programming is to use conditional statements to check the input and prompt the user to re-enter the correct input if it is incorrect. Another approach is to use loops to continuously prompt the user for input until the correct input is provided. Additionally, error handling techniques such as using try-catch blocks or error codes can be used to handle incorrect input in C programming. It is important to provide clear and informative error messages to the user to guide them in providing the correct input.
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Which input should I use, the phono input or the line input?
If you are connecting a turntable, you should use the phono input on your receiver or amplifier. The phono input is specifically designed to work with the low-level signal produced by a turntable's cartridge. If you are connecting a device such as a CD player, smartphone, or computer, you should use the line input. The line input is designed for higher-level audio signals and will provide the best sound quality for these devices.
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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 training opportunities are available for IT specialists to specialize in web development and general programming, such as software development?
There are various training opportunities available for IT specialists looking to specialize in web development and general programming. Online platforms like Coursera, Udemy, and Codecademy offer courses and certifications in programming languages such as Python, Java, and JavaScript. Additionally, coding bootcamps like General Assembly and Flatiron School provide intensive, hands-on training in software development. IT specialists can also pursue advanced degrees in computer science or related fields to deepen their knowledge and skills in web development and programming.
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