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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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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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Sealey Heavy Duty Pneumatic Workshop Stool
4-Legged heavy-duty steel construction with a polished Chrome plate finish for corrosion resistance. Heavy-duty Ø32mm strengthening ring for stability which also acts as a foot rest. Ø365mm Swivel seat features pneumatic height adjustment (695 to 815mm), rotates fully through 360° and is made from high-density foam with a black PU imitation leather cover for extra comfort and style. Features & Benefits: • 4-Legged heavy-duty steel construction with a polished chrome plate finish for corrosion resistance. • Heavy-duty Ø32mm strengthening ring for stability which also acts as a foot rest. • Pneumatic seat height adjustment range: 695-815mm. • Ø365mm Swivel seat rotates fully through 360° and is made from high-density foam with a black PU imitation leather cover for extra comfort and style. • Model No. SCR17 Specifications: Model No SCR17 Brand: Sealey Capacity: 150kg Height(s): 695-815mm Nett Weight: 6.60kg
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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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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 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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With which programming language was Call of Duty Warzone programmed?
Call of Duty Warzone was programmed using the C++ programming language. C++ is a popular choice for game development due to its performance and flexibility, allowing developers to create complex and high-performance game systems. The use of C++ in Call of Duty Warzone likely contributed to the game's smooth gameplay and advanced features.
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Tech Tool V2.8 PT SW software For Vocom 88890300 Interface tech Diagnosis Heavy Duty Truck OBD 2
Tech Tool V2.8 PT SW software For Vocom 88890300 Interface tech Diagnosis Heavy Duty Truck OBD 2
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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Sealey Heavy Duty 2 Shelf Workshop Trolley
Garage or workshop trolley with a 75kg capacity per shelf. Deep-walled shelves, which may be installed base down or base up to give either tool and component security or unobstructed access. Fitted with four wheels, two fixed and two locking castors. Features & Benefits: • Garage or workshop trolley with a 75kg capacity per shelf. • Deep-walled shelves, which may be installed base down or base up to give either tool and component security or unobstructed access. • Four large castors, two fitted with a brake. • Size (W x D x H): 775 x 410 x 900mm. • 2 Year Guarantee*. • Model No. CX102 Specifications: Model No CX102 Brand: American Pro Capacity: 150kg (75kg/Level) Nett Weight: 13.00kg Overall Size (W x D x H): 775 x 410 x 900mm Shelf Size (W x D): 775 x 410 x 80mm
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Sealey Heavy Duty Steel Workshop Floor Scraper
Heavy-duty floor scraper suitable for use in both domestic and industrial environments. Carbon steel blade ideal for removing grease, dirt and other remains from tiled, concrete and laminate flooring. Strong, lightweight fibreglass handle with comfortable grip. Features & Benefits: • Heavy-duty floor scraper suitable for use in both domestic and industrial environments. • Carbon steel blade ideal for removing grease, dirt and other remains from tiled, concrete and laminate flooring. • Strong, lightweight fibreglass handle with comfortable grip. • Blade Size: 300mm. • Length: 1500mm. • Model No. WFS02 Specifications: Model No WFS02 Blade Size(s): 300mm Brand: Sealey Length: 1500mm Nett Weight: 1.32kg
Price: 31.95 € | Shipping*: 10.95 €
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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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What training options are available for IT specialists to specialize in web development and general programming, such as software development?
IT specialists looking to specialize in web development and general programming have a variety of training options available to them. They can pursue formal education through degree programs in computer science or related fields, attend coding bootcamps that offer intensive training in programming languages and frameworks, or take online courses and tutorials to learn specific skills. Additionally, IT specialists can participate in workshops, seminars, and conferences to stay updated on the latest trends and technologies in web development and software development. Continuous learning and practice are essential for IT specialists to excel in these specialized areas.
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Which programming language is suitable for software development for the PC?
There are several programming languages that are suitable for software development for the PC, but some of the most popular and widely used ones include C++, Java, and C#. C++ is a powerful and versatile language that is commonly used for developing system software and applications that require high performance. Java is a popular choice for developing cross-platform applications, as it can run on any operating system that has a Java Virtual Machine. C# is commonly used for developing Windows applications and is well-integrated with the .NET framework. Ultimately, the choice of programming language depends on the specific requirements of the software being developed and the preferences of the development team.
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Which duty gloves and duty belts does the police use?
Police officers typically use duty gloves that are durable, provide good grip, and offer protection from cuts, abrasions, and impact. Some popular brands include Hatch, 5.11, and Oakley. As for duty belts, police officers often use ones that are adjustable, comfortable, and capable of securely holding various equipment such as firearms, handcuffs, batons, and radios. Brands like Bianchi, Safariland, and Blackhawk are commonly used by law enforcement.
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