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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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Continuing Professional Development in Health and Social Care : Strategies for Lifelong Learning
All allied health and social care professionals are required to engage in Continuing Professional Development (CPD) in order to systematically maintain, improve and broaden their knowledge and skills and so develop the personal qualities and attributes required in their working lives. Extensively updated and revised, this second edition now reflects the latest regulatory requirements of health and social care professionals in the UK, and addresses the needs of health professionals working worldwide, including social workers who are now regulated in the UK by the Health and Care Professions Council (HCPC).In addition, new chapters address the specific needs of support workers and students of the relevant professions. The book discusses the theoretical basis for maintaining competence and offers practical guidance on how to develop a strategy for professional and career development.Ways of developing and maintaining a portfolio and of creating a profile to meet regulatory body requirements are addressed, and there is an emphasis on the development of learning skills, skills of reflection and critical evaluation as central to the CPD process.Attention is given to the specific needs of those professionals working directly with service users in practice, those holding managerial positions, employed in education and undertaking research. The second edition of this practical guide provides invaluable advice for successful continuing professional development for health and social care professionals at all stages of their career. • Provides practical guidance on strategies for lifelong learning and continuing professional development • Addresses the very latest CPD and regulatory requirements for health and social care professionals • Includes specific CPD strategies for students and support workers as well as professionals employed in practice, management, education and research
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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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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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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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Coding Care : Towards a Technology for Nature
Coding Care: Towards a Technology for Nature brings together contributions from renowned authors and artists who are particularly concerned with nature and our environment.In doing so, they raise the question of how we can use technology to better understand nature and shape coexistence in a sustainable way - especially in regions that are not yet fully technologized.In this sense, coding should be understood as a form of caring, a substitute for what technology can contribute to the future in each specific cultural and regional context.
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Learning to Care: The Care Home Staff Guide
Learning to Care: The Care Home Staff Guideis an invaluable resource for anyone interested in pursuing a professional career in caring. Through their dedication and commitment, care homes have demonstrated the important role they play in the UK, not only in improving the quality of life for elderly and vulnerable people, but also in the survival of the NHS, which has been particularly evident in the Covid-19 pandemic. This essential guide will appeal to care assistants currently working in a care home setting, students, those thinking of changing career, as well as voluntary carers looking after a relative or friend at home. Learning to Careis divided into three main sections: Behavioural Training, which outlines detailed training for care staff and examines attitudes, behaviour and methods, Practical Training, which focuses on essential skills and knowledge such as care planning, nutrition, and lifting, Fire Training, which examines the risks, precautions and critical procedures particularly around fire safety. Written in straightforward language and supported by helpful illustrations,Learning to Care: The Care Home Staff Guidebrings together hands-on information and insightful perspectives, covering everything carers need to know in their role.This book shines a light on the skill and competency required in this often overlooked, but crucial, sector of the healthcare industry.
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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Child Care and Development 7th Edition
Deliver a detailed and focused Child Development course with the 7th edition of this textbook from Pamela Minett, designed to cover all the relevant topics in concise and highly illustrated chapters. - Quickly access individual topic areas with concise, focused and clearly laid out chapters. - Build knowledge and understanding with ongoing summative questions at the end of each chapter. - Engage learners with 100s of illustrations and photographs to support understanding of key concepts. - Suitable for all Level 1 and Level 2 specifications.
Price: 32.00 £ | Shipping*: 0.00 £
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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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Can you also do training in elderly care in day care?
Yes, I can provide training in elderly care for day care staff. The training can cover topics such as understanding the needs of elderly individuals, communication techniques, activities and engagement, and best practices for providing care in a day care setting. The training can be tailored to the specific needs and requirements of the day care facility and its staff. Overall, the goal is to enhance the quality of care provided to elderly individuals in a day care setting.
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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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What is training in pastoral care?
Training in pastoral care involves equipping individuals with the skills and knowledge needed to provide emotional and spiritual support to others in a pastoral setting. This training often includes learning about active listening, empathy, crisis intervention, and ethical considerations in providing care. It may also involve studying religious texts and traditions, as well as understanding the dynamics of various faith communities. Overall, training in pastoral care aims to prepare individuals to effectively support and guide others through difficult times, offering comfort, guidance, and a compassionate presence.
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