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  • Programming Machine Learning : From Coding to Deep Learning
    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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  • Thinking to Transform : Reflection in Leadership Learning
    Thinking to Transform : Reflection in Leadership Learning

    In an era of constant connection, it can be challenging to prioritize time for reflection.Taking time to think can feel like a luxury or even a waste time.People facilitating complex leadership processes may feel the least able to pause and reflect.However, it is through intentional reflection that we make meaning of experiences, connect ideas, question assumptions, and generate innovative possibilities.By taking time to reflect, individually and with others, learners can see the full picture of an experience, understand their thought processes, and enhance their capacity for leadership.Beyond individual reflection, by engaging in reflection on social issues with others, leaders can be empowered and enabled to create positive changes.This book is a clarion call for educators and learners to make reflection a central priority. Reflection, the process of making meaning of experience, and leadership, a relational process for affecting change, are enhanced by one another.Together, they strengthen the potential for leadership learning through experience.This book addresses challenges for reflection in leadership learning while also connecting it to timely topics.It begins with connections between reflection and leadership and then introduces a framework for reflection in leadership learning.Reflection is a powerful strategy curricular and co -curricular learning; for instruction and assessment, reflection in leadership learning can benefit from both intentional framing and feedback.As socially constructed concepts, both reflection and leadership have historically lacked clarity; to add to the confusion, critical reflection is often interchanged with reflection.This book introduces a continuum of critical reflection in leadership learning.In order to facilitate reflection in leadership learning, educators must engage in the inner work of becoming reflective educators.Finally, in the face of complex social challenges, reflection, leadership, mindfulness, and resilience are juxtaposed in order to highlight how these concepts are reliant upon one another. Reflection in leadership learning is essential for anyone who wants to develop their capacity for leadership.When faced with complex social issues and challenges at a global scale, the only way to make progress is through collective action that results from critical reflection.To develop more resilient and mindful learners who can adapt to changing circumstances, educators must center reflection in leadership learning as a philosophy, pedagogy, outcome, and strategy.This book provides a balance of theory and practice to empower and enable educators to engage in reflective leadership learning.

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  • Transform!
    Transform!


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  • The PD Book : 7 Habits that Transform Professional Development
    The PD Book : 7 Habits that Transform Professional Development

    Develop transformational professional development programs that build and sustain your school community In The PD Book, bestselling author Elena Aguilar and co-author Lori Cohen offer seven habits—and a wealth of practical tools—that help you transform professional development.In this book, you'll learn how to inspire adult learners, the importance of having clear purpose, and how to navigate power dynamics in a group.You'll also learn a new way to plan PD that allows you to attend to details and be a responsive facilitator.The dozens of tips and tricks, anecdotes and research, and tools and resources will enable you to create the optimal conditions for learning.You'll also: Craft effective outcomes for your adult students and design an agenda that aligns with adult learning principlesUse storytelling as a tool for effective workshops and trainingsPlan backwards from evaluations and outcomes to create powerful and lasting educational experiences Ideal for educational leaders and administrators, professional development facilitators, coaches, and positional leaders in both K-12 and higher education, The PD Book is an incisive resource offering concrete strategies for educators at all levels.

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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.

  • 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.

  • 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.

  • 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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  • Invisible Engines : How Software Platforms Drive Innovation and Transform Industries
    Invisible Engines : How Software Platforms Drive Innovation and Transform Industries

    Harnessing the power of software platforms: what executives and entrepreneurs must know about how to use this technology to transform industries and how to develop the strategies that will create value and drive profits. Software platforms are the invisible engines that have created, touched, or transformed nearly every major industry for the past quarter century.They power everything from mobile phones and automobile navigation systems to search engines and web portals.They have been the source of enormous value to consumers and helped some entrepreneurs build great fortunes. And they are likely to drive change that will dwarf the business and technology revolution we have seen to this point.Invisible Engines examines the business dynamics and strategies used by firms that recognize the transformative power unleashed by this new revolution-a revolution that will change both new and old industries. The authors argue that in order to understand the successes of software platforms, we must first understand their role as a technological meeting ground where application developers and end users converge.Apple, Microsoft, and Google, for example, charge developers little or nothing for using their platforms and make most of their money from end users; Sony PlayStation and other game consoles, by contrast, subsidize users and make more money from developers, who pay royalties for access to the code they need to write games.More applications attract more users, and more users attract more applications. And more applications and more users lead to more profits. Invisible Engines explores this story through the lens of the companies that have mastered this platform-balancing act.It offers detailed studies of the personal computer, video game console, personal digital assistant, smart mobile phone, and digital media software platform industries, focusing on the business decisions made by industry players to drive profits and stay a step ahead of the competition.Shorter discussions of Internet-based software platforms provide an important glimpse into a future in which the way we buy, pay, watch, listen, learn, and communicate will change forever.An electronic version of this book is available under a Creative Commons license.

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  • Transform Teaching and Learning through Talk : The Oracy Imperative
    Transform Teaching and Learning through Talk : The Oracy Imperative

    “Reading and writing float on a sea of talk” declared James Britton – and yet in our current education system, where the pressure is on for students to pass written exams, it is all too easily left adrift.How then, as teachers and educators, can we turn the tide and harness the power of talk in our classrooms?This is not just an educational choice but rather, given students’ vastly different experiences of language, a moral imperative. Amy Gaunt and Alice Stott’s must-read book serves as a detailed and engaging guide to get talking in class.It blends the academic research and evidence, with first-hand classroom experiences and practical strategies to enable you to unlock the power of oracy in your classroom and equip your students with the speaking skills they need to thrive in the twenty first century.Transform Teaching and Learning Through Talk describes how to: ·Identify and teach good talk (and listening!)·Build a classroom culture which values talk·Create meaningful and authentic contexts for oracy·Support your quietest students to speak up too!This book is a rich resource for teachers, drawing upon key academic research and outlining what this could look like in your classroom.Throughout, the authors share personal insights, engaging anecdotes and tried-and-tested approaches drawn from their experience teaching in primary and secondary classrooms.Whether you teach college-age students or those just starting their journey through school, this book will challenge you to think deeply about what you can do integrate oracy into your practice.

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  • Thinking to Transform : Facilitating Reflection in Leadership Learning (Companion Manual)
    Thinking to Transform : Facilitating Reflection in Leadership Learning (Companion Manual)

    Through courses, internships, community engagement, social organizations, and daily interactions with others, every day we accumulate experiences; however, learning does not happen through experience but from reflection on experiences.This manual provides guidance for facilitating reflection in leadership learning and features over 50 activities from 52 reflective leadership educators.Guided by a framework for reflection in leadership learning, we focus on six methods for reflection: contemplative, creative, digital, discussion, narrative, and written.Through prioritizing time, holding space, and asking questions that challenge assumptions, educators facilitate reflection in leadership learning.This intentional focus on making meaning of leadership processes enhances the capacity of learners to work collaboratively for change.

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  • Transform
    Transform

    Prepare yourselves, music connoisseurs, because KRUCIFIX KRICC has just dropped the most mind-bending, genre-blending album of the year. "Transformin" is an auditory journey like no other, taking you on a rollercoaster ride through a kaleidoscope of sounds and emotions. From the moment you press play, you are sucked into KRUCIFIX KRICC's electrifying world, where nothing is off-limits and everything is possible. The album kicks off with the infectious energy of "Revolutionary Rhythm," a track that combines elements of hip-hop, punk, and electronica to create a sonic explosion that will have you bouncing off the walls. As you make your way through the album, you'll encounter a dizzying array of musical styles and influences, from the trippy psychedelia of "Mind Warp" to the soulful introspection of "Black Mirror Blues." But no matter where the music takes you, one thing remains constant: KRUCIFIX KRICC's undeniable talent and creativity. "Transformin" is a testament to the power of music to transcend boundaries and defy expectations. It's a wild ride from start to finish, and one that will leave you breathless and begging for more. So do yourself a favor and give this album a listen – you won't regret it.

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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.

  • How do you transform functions?

    Functions can be transformed through a variety of methods, including translation, reflection, stretching, and compressing. Translation involves shifting the function horizontally or vertically. Reflection involves flipping the function over an axis. Stretching and compressing involve changing the amplitude or period of the function. These transformations can be achieved by manipulating the equation of the function, such as adding or subtracting values inside or outside the function, or multiplying by a constant.

  • How can I transform electricity?

    Electricity can be transformed in various ways to suit different needs. One common way to transform electricity is through the use of transformers, which can increase or decrease the voltage of the electricity to match the requirements of different devices or systems. Additionally, electricity can be transformed into other forms of energy, such as mechanical energy through electric motors, or thermal energy through electric heaters. Another way to transform electricity is through the use of power electronics, which can convert the electricity from AC to DC or vice versa, and also control the flow of electricity to match specific requirements.

  • How do you transform scales?

    To transform scales, you can use a variety of mathematical operations such as addition, subtraction, multiplication, and division. For example, to convert a scale from Celsius to Fahrenheit, you can use the formula F = (C x 9/5) + 32, where F is the temperature in Fahrenheit and C is the temperature in Celsius. Another way to transform scales is by using logarithmic or exponential functions to compress or expand the scale. Additionally, you can also use linear transformations such as scaling and shifting to modify the range and distribution of the scale.

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