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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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Damage
The stakes are higher than ever in Damage, the fourth solo novel from Top Ten bestseller Felix Francis. Jeff Hinkley, undercover investigator for the British Horseracing Authority, is looking into the shady activities of a racehorse trainer.But as he's tailing his quarry through the Cheltenham Racing Festival, the last thing he expects to witness is a gruesome murder.Could it have something to do with the reason the trainer was banned in the first place - the administration of illegal drugs to his horses?Days later, it's discovered that many more horses test positive for prohibited stimulants, a scandal that could throw horse-racing into disrepute.It's no surprise when the BHA receives a demand - pay up or face the consequences.In order to limit the damage to the sport, it's critical that Jeff find the perpetrator . . . but he'll soon learn he's up against someone who will stop at nothing to prevail . . . Praise for Dick Francis and Felix Francis:'From winning post to top of the bestseller list, time after time' Sunday Times'The Francis flair is clear for all to see' Daily Mail'The master of suspense and intrigue' Country Life
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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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Damage Damage 2001 UK CD single CDDAMMIX001
DAMAGE/DJ STRETCH ARMSTRONG Damage (2001 UK promo mix CD of the soul ensembles songs by DJ Stretch Armstrong featuring tracks from the album Since Youve Been Gone custom card picture sleeve CDDAMMIX001) 1. Damage
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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 is property damage during training?
Property damage during training refers to any harm or destruction caused to physical assets or belongings as a result of training activities. This could include equipment being broken, walls being damaged, or floors being scratched. It is important for trainers and trainees to be mindful of their surroundings and take precautions to prevent property damage during training sessions. Proper communication, supervision, and adherence to safety guidelines can help minimize the risk of property damage.
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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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Hard Damage
Hard Damage works to relentlessly interrogate the self and its shortcomings.In lyric and documentary poems and essayistic fragments, Aria Aber explores the historical and personal implications of Afghan American relations.Drawing on material dating back to the 1950s, she considers the consequences of these relations—in particular the funding of the Afghan mujahedeen, which led to the Taliban and modern-day Islamic terrorism—for her family and the world at large. Invested in and suspicious of the pain of family and the shame of selfhood, the speakers of these richly evocative and musical poems mourn the magnitude of citizenship as a state of place and a state of mind.While Hard Damage is framed by free-verse poetry, the middle sections comprise a lyric essay in fragments and a long documentary poem.Aber explores Rilke in the original German, the urban melancholia of city life, inherited trauma, and displacement on both linguistic and environmental levels, while employing surrealist and eerily domestic imagery.
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The Damage
'There's a thought that keeps me awake at night; I have to be lucky every time, they only have to get lucky once.' David Blake is a worried man.He should be enjoying the high life now he's Newcastle's 'Top Boy', the man who controls everything in the city that's worth controlling.The money keeps on rolling in and Blake is sharing his life with the girl that he loves, Sarah Mahoney.Shame he had to murder her father to save his own skin but at least she doesn't know anything about that. Blake never wanted to be boss but who else is savvy enough to deal with all of the firm's problems?Newly-crowned Glasgow crime lord, Alan Gladwell, wants to do business with the firm and the deal makes sense but can Blake really trust the man whose brother he brutally murdered?Then one of his men takes two bullets in the back and someone tries to take Blake out.As he struggles to stay in control, Blake is in a race against time to find his potential assassin and discover the truth in 'The Damage'.
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Dear Damage
A harrowing and heartfelt essay collection weaving narratives about family, gun violence, art, and the American Dream. Two weeks before her grandfather purchased a gun, Ashley Marie Farmer’s grandmother tripped as she walked across their living room.It was a swift accident on an ordinary day: her chin hit the floor; her cervical spine shattered.She asked, “I’m paralyzed, aren’t I?” Later, thinking to put her out of her misery, he kissed his sleeping wife of sixty-three years and shot her in the chest.He tried to shoot himself too, but the weapon broke apart in his hands.He was immediately arrested. This is the scene we are greeted with at the outset of Farmer’s stunning collection of hybrid essays.One of its greatest features is the variety of voices, a kaleidoscopic approach that corrals in autobiography, audio transcripts, media, legal documents, internet comments, short prose pieces, and more.The result is a moving, deeply satisfying, and eye-opening story.Ashley Marie Farmer is a profound writer who is clearly here to stay, her voice a true gift to our times.
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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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Have you ever had storm damage, water damage, or elemental damage?
As an AI, I do not have personal experiences or physical form, so I have never personally experienced storm damage, water damage, or elemental damage. However, I have knowledge about these types of damages and can provide information or assistance on how to deal with them. If you have experienced any of these damages, it is important to take immediate action to prevent further harm and seek professional help if needed.
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