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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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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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Fatherhood Scenarios : Development, Culture, Psychopathology, and Treatment
Fatherhood Scenarios offers a wide range of perspectives, including different cultural and ethnic perspectives and chapters considering the role of the father throughout the lifespan, including experiences of gay fathers, adoptive fathers, and disabled fathers. With contributors from around the world representing diverse mental health disciplines, these chapters constitute a harmonious gestalt of knowledge, information, theory, and socio-clinical dimensions pertaining to fatherhood.The emphasis of all these sections is nonetheless the psychosocial tasks of fatherhood as it undergoes subtle and gradual transformation with the offspring’s growth through childhood and adolescence to full adulthood, including becoming a parent themselves.The book also traces the portrayal of fatherhood in popular media including television and movies keeping in mind their evolution and transformation over the past many decades. Spanning a vast terrain of psychosocial concern, Fatherhood Scenarios will be of great appeal to mental health professionals, psychotherapists, child psychiatrists, and family welfare workers in practice and in training.
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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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ADHD in Adolescents : Development, Assessment, and Treatment
Bringing together leading authorities, this much-needed volume synthesizes current knowledge about the nature, impact, and treatment of attention-deficit/hyperactivity disorder (ADHD) in the crucial developmental period of adolescence.Contributors explore the distinct challenges facing teens with ADHD as they navigate intensifying academic demands; new risks in the areas of driving, substance use, and romantic relationships; and co-occurring mental health problems.Best practices in clinical assessment are presented.Chapters on treatment--several of which include illustrative case examples--review interventions targeting motivation, executive functioning, and homework problems, as well as applications of cognitive-behavioral therapy and mindfulness.The book also examines medication issues specific to this age group.
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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Surface Treatment Workshop : Explore 45 Mixed Media Techniques
Breaking the Surface Pondering how to begin a new piece of art?Surface Treatment Workshop has the answer! The authors of Image Transfer Workshop are back to show you 45 stepped-out mixed-media techniques that will add depth and texture to your artwork.These techniques are the perfect jump-off point for creating art you will love to look at, and, in some cases, touch!In this comprehensive guide, you’ll find:45 techniques.Exciting new applications such as the use of WonderUnder, pulled paper and plaster-dipped gauze will provide you with fresh ideas--many previously unpublished.Multiple variations. Each technique features swatches and descriptions to take the techniques in multiple directions with multiple mixed-media products.Inspirational style. Fully stepped-out projects from two artists will show you how to combine the techniques into finished works of art that can go in any artistic style. Take Surface Treatment Workshop with you on your artistic journey for beautiful beginnings.
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Show Tech+ Timaha Clay Treatment Shampoo
Show Tech Timaha Clay Shampoo 1 Litre Are you a professional dog groomer, breeder or owner and looking for a purifying shampoo that gives instant results? We have what you need! This innovative clay-based and concentrated shampoo is a pure luxury treatment for the dog’s coat, from hair root to tip. With its deeply nourishing and restoring properties, it creates a healthy and strong coat structure that feels natural and gives a long-lasting, deep shine. The fruit extracts not only help to moisturise, to prevent and tackle damaged coats, but in combination with the clay they also purify and degrease the coat. A feeling of pure wellness is created by the sparkling, fresh sweet scent. Another plus is that this shampoo works as a deodorant. It eliminates bad odours. Furthermore, the clay helps against irritations as well. If used regularly, the Timaha Clay Shampoo reduces skin irritation up to 50%. Your dog’s coat will be revived! Clay, you say? Clay is well-known for its purifying properties. If you want to give a detox treatment to your dog’s coat and skin, this shampoo is the solution. It’s perfect if the dog’s coat is heavy from styling products after a dog show or polluted from walking around in the city. It's all in the details Clay based purifying and detoxing shampoo. High concentration (1/20). Gives a real brilliant shine. Ideal for long-haired, double, woolly coats and coats that require deep hydration. Recommended for maintaining the coat between dog shows. Available in 1L and 4.5L
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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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Is treatment necessary?
Treatment may be necessary depending on the specific condition or illness being addressed. In some cases, treatment may be essential for managing symptoms, preventing complications, or improving quality of life. It is important to consult with a healthcare professional to determine the most appropriate course of treatment for an individual's specific needs.
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Is treatment possible?
Yes, treatment is possible for many conditions and illnesses. With advancements in medicine and healthcare, there are various treatment options available depending on the specific condition. It is important to consult with a healthcare professional to determine the most appropriate treatment plan for each individual case. Early detection and intervention can also improve the effectiveness of treatment.
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