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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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  • Learning, Training, and Development in Organizations
    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
    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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  • Modern Python Programming using ChatGPT : 10x your software development skills with Python
    Modern Python Programming using ChatGPT : 10x your software development skills with Python


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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.

  • How do I find a metal workshop to make an engagement ring?

    To find a metal workshop to make an engagement ring, you can start by asking for recommendations from friends, family, or jewelers. You can also search online for metal workshops or custom jewelry makers in your area. Make sure to read reviews and look at their portfolio of previous work to ensure they have the skills and expertise to create the ring you envision. Additionally, you can visit local craft fairs or jewelry exhibitions to meet artisans in person and discuss your requirements.

  • 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 an engagement ring and an engagement?

    An engagement ring is a physical symbol of a commitment to marry, typically given by one partner to the other at the time of a marriage proposal. It is often a precious metal band with a gemstone, such as a diamond. On the other hand, an engagement is the formal agreement to get married, typically marked by a proposal and acceptance. It is the mutual decision and commitment to enter into a marriage relationship. While an engagement ring is a tangible symbol of this commitment, the engagement itself is the emotional and relational commitment between two people.

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  • The Multilevel Community Engagement Model : School, Community, Workplace Engagement and Service-Learning
    The Multilevel Community Engagement Model : School, Community, Workplace Engagement and Service-Learning

    In a culturally diverse and complex world, there is a need for a framework to help foster school, community, and workplace engagement for addressing immediate needs and issues that individuals, families, groups, and organizations experience across these different but interrelated domains of life.Introducing the Multilevel Community Engagement Model (MCEM), Muhammad Hassan Raza provides a comprehensive, inclusive, and culturally appropriate framework to systematically develop, implement, and evaluate programs in societies around the world. Helping to address important and immediate contemporary societal needs and issues and achieve positive and sustainable outcomes, The Multilevel Community Engagement Model provides an inclusive, engaged, and systematic framework to develop, implement, and evaluate programs covering various topics and issues, such as family and child development, intimate partner violence, women’s empowerment, child abuse and neglect, diversity issues in education, Intimate relationships, family life education, mental health, mass violence, business, organizational psychology, STEM, health and social services, and workplace communication.The MCEM framework offers step-by step practical guidance and real-life cases and examples across cultures and contexts to foster engagement of all relevant stakeholder groups and promotes diversity and inclusion throughout the MCEM program cycle. Acting as a comprehensive but easy to navigate roadmap, this is a useful resource for instructors, researchers, practitioners, and organizations globally for effectively working with all groups of students, families, groups, and organizations in school, community, and workplace inclusively.

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  • Dive Into Deep Learning : Tools for Engagement
    Dive Into Deep Learning : Tools for Engagement

    The leading experts in system change and learning, with their school-based partners around the world, have created this essential companion to their runaway best-seller, Deep Learning: Engage the World Change the World.This hands-on guide provides a roadmap for building capacity in teachers, schools, districts, and systems to design deep learning, measure progress, and assess conditions needed to activate and sustain innovation. Dive Into Deep Learning: Tools for Engagement is rich with resources educators need to construct and drive meaningful deep learning experiences in order to develop the kind of mindset and know-how that is crucial to becoming a problem-solving change agent in our global society.Designed in full color, this easy-to-use guide is loaded with tools, tips, protocols, and real-world examples.It includes: • A framework for deep learning that provides a pathway to develop the six global competencies needed to flourish in a complex world — character, citizenship, collaboration, communication, creativity, and critical thinking. • Learning progressions to help educators analyze student work and measure progress. • Learning design rubrics, templates and examples for incorporating the four elements of learning design: learning partnerships, pedagogical practices, learning environments, and leveraging digital. • Conditions rubrics, teacher self-assessment tools, and planning guides to help educators build, mobilize, and sustain deep learning in schools and districts. Learn about, improve, and expand your world of learning.Put the joy back into learning for students and adults alike.Dive into deep learning to create learning experiences that give purpose, unleash student potential, and transform not only learning, but life itself.

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  • Strategic Participatory Communication and Development : Engagement and Empowerment
    Strategic Participatory Communication and Development : Engagement and Empowerment

    There has been a recent shift in the nature of public engagement from a culture of paternalism and control towards a public-centred approach involving collaboration and co-creation.This book draws on public relations and development communication insights to build a new community engagement model for public sector organisations who wish to engage with rural communities in developing countries.This theoretical model also offers a practical framework for Government in particular to engage with and empower rural communities as they adopt and exploit infrastructure developments.The outcome is mutual benefit. By examining in detail how Government communicates with rural communities on renewable energy infrastructure projects in Indonesia, and underpinned by empirical research with those communities, this new participatory framework has been developed.It envisages progressive empowerment of rural communities as Government encourages active engagement on the installation and exploitation of renewable energy.This entails encouraging communities to determine for themselves their uses of sustainable energy sources and to take ownership of a co-determined future.In so doing, the Government itself is more likely to achieve its own renewable energy commitments. Research-based and combining theory with practice, this thought-provoking book will be welcomed by strategic communication and public relations scholars and practitioners alike.

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  • Agile Software Development
    Agile Software Development

    Agile Software Development is an introduction to agile software development methods.Agile methods try to diminish complexity, increase transparency, and reach a deployable product in a shorter time frame.Agile methods use an iterative and incremental approach to minimize risks and to avoid maldevelopment.The book gives a short introduction to agile methods and agile software development principles.It serves as a study book and as a reference manual.Based on the official Scrum Guide, the book also covers other topics such as best practices for agile software development and agile testing.It targets practitioners who want to start with agile software development, as well as developers or project managers who already use agile methodologies.The book can be read from the beginning, but each chapter has been written in a way so it can be read individually.

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  • Internship or social engagement?

    Choosing between an internship and social engagement depends on your goals and priorities. If you are looking to gain professional experience and build your resume, an internship may be the better option. However, if you are passionate about making a difference in your community and want to contribute to social causes, then social engagement could be more fulfilling. Ultimately, it's important to consider what will benefit you the most in the long run and align with your values and interests.

  • What is social engagement?

    Social engagement refers to the interaction and participation of individuals within a community or society. It involves actively connecting with others, contributing to the well-being of the community, and being involved in social activities and causes. Social engagement can take many forms, such as volunteering, participating in community events, and advocating for social issues. It is an important aspect of building strong and supportive communities and fostering a sense of belonging and connection among individuals.

  • 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.

  • Should I cancel the engagement?

    Deciding whether to cancel an engagement is a deeply personal decision that should be based on open and honest communication with your partner. Consider discussing any concerns or doubts you may have with your partner to see if they can be addressed. It may also be helpful to seek guidance from a therapist or counselor to explore your feelings and make an informed decision. Ultimately, only you can determine what is best for your well-being and happiness.

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