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The Teacher’s Guide to Scratch – Beginner : Professional Development for Coding Education
The Teacher’s Guide to Scratch – Beginner is a practical guide for educators preparing beginners-level coding lessons and assignments in their K–12 classrooms.The world’s largest and most active visual programming platform, Scratch helps today’s schools answer the growing call to realize important learning outcomes using coding and computer science.This book illustrates the benefits and fundamental building blocks of Scratch coding, details effective pedagogical strategies and learner collaborations, and offers actionable, accessible troubleshooting tips.Geared toward the fledgling user, these four unique coding projects will provide the technical training that teachers need to feel comfortable and confident in their skills and to help instill the same feeling of accomplishment in their students.Clear goals, a comprehensive glossary, and other features ensure the project’s enduring relevance as a reference work for computer science education in grade school.Thanks to Scratch’s cost-effective open-source license, suitability for blended and project-based learning, notable lack of privacy or security risks, and consistency in format even amid software and interface updates, this will be an enduring practitioner manual and professional development resource for years to come.
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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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Python Programming for the Absolute Beginner
If you are new to programming with Python and are looking for a solid introduction, this is the book for you.Developed by computer science instructors, books in the "for the absolute beginner" series teach the principles of programming through simple game creation.You will acquire the skills that you need for practical Python programming applications and will learn how these skills can be put to use in real-world scenarios.Throughout the chapters, you will find code samples that illustrate concepts presented.At the end of each chapter, you will find a complete game that demonstrates the key ideas in the chapter, a summary of the chapter, and a set of challenges that tests your newfound knowledge.By the time you finish this book, you’ll be well versed in Python and be able to apply the basic programming principles you’ve learned to the next programming language you tackle.
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2pairs Plastic Children Chopsticks Reusable Learning Training Chopsticks Beginner black
Label:Yes Quantity:2pairs Color:Black/Red Name:Training Helper Chopsticks Brand new and high quality Weight:40g Material:Plastic Size:As Show in Pictures Features: 1. M-shaped chopsticks, easy to use, designed for beginners or children 2. Made of strong and thick ABS plastic, sturdy and durable 3. Food grade material, safe and non-toxic Package Included: 2Pairs x Training Helper Chopsticks Note: 1. Please allow 1-2cm slight difference due to manual measurement. 2. Please allow slight color difference.2. Due to different monitors and light, the pictures may have slight color difference
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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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How can an absolute beginner learn coding?
An absolute beginner can start learning coding by choosing a programming language to focus on, such as Python or JavaScript, which are beginner-friendly. They can then utilize online resources like coding tutorials, courses, and coding platforms like Codecademy or freeCodeCamp to learn the basics. It's important to practice coding regularly and work on small projects to apply what they have learned. Additionally, joining coding communities or seeking mentorship can provide valuable support and guidance for beginners.
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Which programming language should a beginner learn if they aim for a well-rounded and software web development?
A beginner aiming for a well-rounded understanding of software and web development should consider learning JavaScript. JavaScript is a versatile language that is used for both front-end and back-end development, making it a valuable skill for web development. Additionally, JavaScript has a large and active community, plenty of resources for learning, and is widely used in the industry. Learning JavaScript will provide a strong foundation for understanding programming concepts and will open up opportunities for a career in software and web development.
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What is a programming beginner?
A programming beginner is someone who is new to the world of coding and software development. They may have little to no experience with programming languages and are just starting to learn the basics of writing code. Beginners often seek out resources such as online tutorials, books, and classes to help them gain a foundational understanding of programming concepts and techniques. As they progress, beginners may start to work on small projects to apply their newfound knowledge and skills.
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Is the programming language Lua beginner-friendly?
Yes, Lua is considered beginner-friendly due to its simple and easy-to-understand syntax. It is a lightweight language that is easy to learn and use, making it a good choice for those new to programming. Lua also has a helpful community and extensive documentation, which can further assist beginners in learning the language.
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How can a complete beginner learn programming?
A complete beginner can start learning programming by choosing a beginner-friendly programming language like Python. They can utilize online resources such as tutorials, courses, and coding platforms like Codecademy, Khan Academy, or freeCodeCamp. It is important to practice regularly, work on small projects, and seek help from online communities and forums when facing challenges. Additionally, joining coding bootcamps or enrolling in formal education programs can provide structured learning and guidance for beginners.
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Which programming language should a beginner learn?
For beginners, it is recommended to start with a programming language that is easy to learn and widely used. Some popular choices for beginners include Python, JavaScript, and Java. Python is known for its simplicity and readability, making it a great choice for those new to programming. JavaScript is essential for web development, while Java is a versatile language used in a variety of applications. Ultimately, the best programming language for a beginner will depend on their interests and goals in the field of programming.
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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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