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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 Object-Oriented Programming
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Learning Typescript : Enhance Your Web Development Skills Using Type-Safe JavaScript
TypeScript has conquered the world of JavaScript: it is one of the world's fastest growing and most popular languages across developer surveys, widely used in consumer and business companies alike, and frequently credited for helping massive web applications scale.But what is TypeScript? How does it work, why does it work, and how can we use it?Learning TypeScript takes beginner to intermediate JavaScript programmers from knowing nothing about "types" or a "type system" to full mastery of the fundamentals of TypeScript.It's more than a means to find bugs and typos--it's a useful system for declaring the way our JavaScript should work and helping us stick to it.You'll learn how TypeScript:interacts with JavaScriptanalyzes and understands codeaugments your existing development patternhelps you document your codeworks with IDEs to provide refactoring toolsassists local development in refactoring codehelps you develop more quickly with fewer bugs
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ASP.NET For Beginners : The Simple Guide to Learning ASP.NET Web Programming Fast!
ASP.NET FOR BEGINNERSAre you ready to dive into the exciting world of Asp.Net? If so, finding a guide that is easy to understand is essential. You’re in luck. This is exactly what you will find with this book. Here you can learn what the programming language is and why it is so effective. You will also learn important elements of getting started using it.Creating a great looking website does not have to be an unreachable goal. When you take the time to learn about asp.Net and the potential it has, you will see that creating a website for your business is an obtainable and affordable goal.Take your time, get to know the system and you will find that creating a website is something that is not only doable, but that can also be quite fun!This book takes you through the proper steps and information to ensure you have a solid foundation to begin using Asp.Net, and let's you hit the ground running!Here Is What You'll Learn About...What Is ASP.NET,Getting Started With ASP.NET,Website Building Basics,ASP.NET Security,Cookies & ASP.NET,Going Mobile,Much, Much More!
Price: 19.99 £ | Shipping*: 3.99 £
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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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Is it worth learning web development?
Yes, learning web development can be worth it for many reasons. It is a valuable skill in today's digital age, with a high demand for web developers in the job market. It can also provide opportunities for freelance work and entrepreneurship. Additionally, web development allows you to create and customize websites and web applications, which can be a rewarding and creative endeavor.
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Should one still focus on learning traditional programming languages or specialize in web development?
It ultimately depends on an individual's career goals and interests. Traditional programming languages such as Java, C++, and Python are still widely used in various industries and can provide a strong foundation in computer science principles. On the other hand, specializing in web development can be a lucrative career path, as the demand for web developers continues to grow. It may be beneficial to have a strong understanding of traditional programming languages while also gaining expertise in web development to have a well-rounded skill set.
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What is the difference between web development and software development?
Web development primarily focuses on creating websites and web applications that are accessed through a web browser, using technologies such as HTML, CSS, and JavaScript. Software development, on the other hand, involves creating applications that can run on various platforms, including desktop computers, mobile devices, and servers. While web development is a subset of software development, software development encompasses a broader range of applications beyond just web-based ones.
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Motor Learning and Development
Different from any other motor behavior text on the market, Motor Learning and Development, Third Edition With HKPropel Access, combines two subdisciplines of motor behavior in an accessible and easy-to-follow manner.By uniting these two disciplines under the same cover, the text prepares students to create, apply, and evaluate motor skill programs for people of all skill and development levels. Motor Learning and Development, Third Edition, outlines the fundamental concepts of both motor learning and motor development.It explores movement patterns across all ages throughout the human life span, including the influences of life transitions and individual and sociocultural constraints.The text provides a complete framework for students to consider the many variables for each individual and then create and implement developmentally appropriate movement programs. The third edition has been revised and updated with current research and examples, and it includes the following enhancements:Expanded coverage of fundamental movement skills and skill classificationFour new chapters exploring the assessment of gross motor development, sociocultural constraints, developmental models for instruction, and program designAdditional videos illustrating fundamental motor skills, motor milestones, and infant reflexesNew supplemental activities at the end of each chapter prompting students to apply concepts from the text to their own life experienceMotor Learning and Development, Third Edition, also has related online activities and video clips designed to encourage critical thinking and application of concepts.Lab activities, which can be assigned by instructors in HKPropel, require students to complete hands-on assignments and draw conclusions.Over 90 videos demonstrate people of various ages, including infants, completing motor tasks so students can observe and assess movements throughout the life span firsthand. Other learning aids within the book include chapter objectives, glossary terms, sidebars, and supplemental activities to emphasize the evolution from research to practice.Opening vignettes in each chapter demonstrate the breadth of professions that use research in motor behavior. Motor Learning and Development, Third Edition, offers a foundation for understanding how humans acquire and continue to develop their movement skills throughout the life span. Note: A code for accessing HKPropel is included with this ebook.
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Learning Scientific Programming with Python
Learn to master basic programming tasks from scratch with real-life, scientifically relevant examples and solutions drawn from both science and engineering.Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to gain proficiency quickly.Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving on to the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualization, this textbook also discusses the use of Jupyter Notebooks to build rich-media, shareable documents for scientific analysis.The second edition features a new chapter on data analysis with the pandas library and comprehensive updates, and new exercises and examples.A final chapter introduces more advanced topics such as floating-point precision and algorithm stability, and extensive online resources support further study.This textbook represents a targeted package for students requiring a solid foundation in Python programming.
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Learning Technology : A Complete Guide for Learning Professionals
Learning technology is now an integral part of all learning and development activity.Understanding what these technologies are, how they work and their aims is key to successful L&D practice.Learning Technology is written by a leading voice in the learning tech industry.It explains the history of learning tech, its aims and how it is the fundamental technology that has driven learning, culture and progress.This book covers everything from writing to printing, broadcast media, teaching technology as well as detailed discussion of learning management systems (LMSs), learning experience platforms (LXPs) and learning record stores (LRSs).It also highlights the importance of data and analytics and covers the latest developments in the learning technology space including artificial intelligence, virtual reality and the metaverse.Learning Technology helps L&D professionals assess and better understand learning platforms and teaching technologies, both past and present. it supports this by evaluating the benefits of each technology.It also provides insights into the future of work and learning and offers a comprehensive overview and detailed exploration of the topic.
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The Learning and Development Handbook : A Learning Practitioner’s Toolkit
The skills needed in today's business world are not the same as they used to be.As a result companies must embrace upskilling, reskilling and developing staff to achieve the productivity, performance, personal well-being and revenue benefits that come from effective learning. Workplace learning works best when it is collaborative, accessible and immediate.The Learning and Development Handbook is a practical guide for L&D professionals who recognize this and want to move away from only offering a traditional classroom towards a holistic organizational approach, but are not sure where to start.This updated edition includes a new framework for L&D consulting with advice on how to embed social and digital learning, artificial intelligence, blending learning and how to design more effective, efficient, engaging and enjoyable learning within your organization for improved employee experience and performance.The book also provides guidance on identifying learning needs in an organization, gathering evidence to engage stakeholders, evaluate and measure the effectiveness of learning and align L&D strategy with the overall business strategy.Packed full of tips, advice, hints, tools and frameworks to improve both individual and overall business results in the immediate, middle- and long-term future, and written by an L&D practitioner for L&D practitioners, this is essential reading for anyone in the people and learning profession.
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How can one continue learning programming?
One can continue learning programming by taking online courses or tutorials on platforms like Coursera, Udemy, or Codecademy. Joining coding communities and forums can also help in learning from others and getting support. Additionally, working on personal projects and practicing regularly can further enhance programming skills. Finally, staying updated with the latest programming languages and technologies through blogs, podcasts, and attending workshops can also contribute to continuous learning.
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How do I start learning programming?
To start learning programming, you can begin by choosing a programming language to focus on, such as Python, Java, or JavaScript. Next, familiarize yourself with the basic concepts of programming, such as variables, data types, loops, and functions. There are many online resources available, such as tutorials, courses, and coding platforms, that can help you learn programming at your own pace. Practice coding regularly and work on small projects to apply what you have learned and improve your skills.
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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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