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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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Foundations of Programming, Statistics, and Machine Learning for Business Analytics
Business Analysts and Data Scientists are in huge demand, as global companies seek to digitally transform themselves and leverage their data resources to realize competitive advantage. This book covers all the fundamentals, from statistics to programming to business applications, to equip you with the solid foundational knowledge needed to progress in business analytics. Assuming no prior knowledge of programming or statistics, this book takes a simple step-by-step approach which makes potentially intimidating topics easy to understand, by keeping Maths to a minimum and including examples of business analytics in practice. Key features: · Introduces programming fundamentals using R and Python · Covers data structures, data management and manipulation and data visualization · Includes interactive coding notebooks so that you can build up your programming skills progressively Suitable as an essential text for undergraduate and postgraduate students studying Business Analytics or as pre-reading for students studying Data Science. Ram Gopal is Pro-Dean and Professor of Information Systems at the University of Warwick. Daniel Philps is an Artificial Intelligence Researcher and Head of Rothko Investment Strategies. Tillman Weyde is Senior Lecturer at City, University of London.
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The Six Disciplines of Breakthrough Learning : How to Turn Training and Development into Business Results
Get real results for your business – maximize your training and development programs Corporate learning and development programs play an undeniable role in successful business endeavors, but only when they're done right.The significant revisions in the third edition of The Six Disciplines of Breakthrough Learning add fresh, timely elements to a resource that has become known globally as a trusted guide for professionals determined to get the most of their companies' training and development programs.All-new examples, tools, guides, and insights combine to make an excellent, all-in-one resource for everyone from workplace professionals and HR managers to training development providers and businesses leaders looking to maximize the return on their enterprise's learning budget. Infused with current research and recent case studies, this resource serves as a practical guide that recommends concrete actions for producing tangible results.Tools, guides, and checklists in every chapter ensure that readers walk away with meaningful strategies that can be implemented right away.The book includes: A complete review of research drawn from thousands of insights, goals, and lessons learnedSpecific strategies and actions that can be put into effect quickly for immediate resultsA focus on ROI for business leaders wanting to make a clearer connection between dollars spent and new skills gainedChecklists in each chapter to help learning organizations perform quality audits of new and existing learning programs The third edition of The Six Disciplines of Breakthrough Learning contains so many new resources and so much thoroughly-revised content that even those who own previous editions will find its reinvigorated approach highly beneficial.Strengthen the link between your learning efforts and your business goals with this increasingly popular, globally recognized resource.
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Learning Domain-Driven Design : Aligning Software Architecture and Business Strategy
Building software is harder than ever. As a developer, you not only have to chase ever-changing technological trends but also need to understand the business domains behind the software.This practical book provides you with a set of core patterns, principles, and practices for analyzing business domains, understanding business strategy, and, most importantly, aligning software design with its business needs. Author Vlad Khononov shows you how these practices lead to robust implementation of business logic and help to future-proof software design and architecture.You'll examine the relationship between domain-driven design (DDD) and other methodologies to ensure you make architectural decisions that meet business requirements.You'll also explore the real-life story of implementing DDD in a startup company. With this book, you'll learn how to:Analyze a company's business domain to learn how the system you're building fits its competitive strategyUse DDD's strategic and tactical tools to architect effective software solutions that address business needsBuild a shared understanding of the business domains you encounterDecompose a system into bounded contextsCoordinate the work of multiple teamsGradually introduce DDD to brownfield projects
Price: 52.99 £ | Shipping*: 0.00 £
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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 I effectively integrate business informatics into software development?
To effectively integrate business informatics into software development, you can start by understanding the specific needs and requirements of the business. This involves collaborating closely with stakeholders to gather and analyze data to inform the development process. Additionally, utilizing tools and technologies that support data-driven decision-making can help bridge the gap between business goals and software development. Finally, continuously monitoring and evaluating the impact of the software on business performance can ensure that the integration of business informatics is successful and beneficial.
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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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How can one study Business Development?
One can study Business Development through various means such as formal education, online courses, workshops, seminars, and on-the-job training. Pursuing a degree in business administration, marketing, or entrepreneurship can provide a solid foundation in business development principles. Additionally, gaining practical experience through internships or entry-level positions in sales, marketing, or business development can also help one develop the necessary skills and knowledge in this field. Continuous learning and staying updated on industry trends and best practices are also essential for a successful career in Business Development.
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Business & Tech
Explore the breakthroughs, leaders and turning points that transformed industries and business history around the world. This pack will test your skills on the game-changing ideas, leaders, ideas and innovations that keep the world buzzing!. ACTIVATING THIS CATEGORYAfter your purchase, you'll receive an email with your redeem code allowing you to activate the pack instantly in the Outsmarted app.
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Business Development For Dummies
Growing a small business requires more than just sales Business Development For Dummies helps maximise the growth of small- or medium-sized businesses, with a step-by-step model for business development designed specifically for B2B or B2C service firms.By mapping business development to customer life cycle, this book helps owners and managers ensure a focus on growth through effective customer nurturing and management.It's not just sales! In-depth coverage also includes strategy, marketing, client management, and partnerships/alliances, helping you develop robust business practices that can be used every day.You'll learn how to structure, organise, and execute an effective development plan, with step-by-step expert guidance. Realising that you can't just "hire a sales guy" and expect immediate results is one of the toughest lessons small business CEOs have to learn.Developing a business is about more than just gaining customers – it's about integrating every facet of your business in an overarching strategy that continually works toward growth.Business Development For Dummies provides a model, and teaches you what you need to know to make it work for your business. Learn the core concepts of business development, and how it differs from salesBuild a practical, step-by-step business development strategyIncorporate marketing, sales, and customer management in general planningDevelop and implement a growth-enhancing partnership strategy Recognising that business development is much more than just sales is the first important step to sustained growth.Development should be daily – not just when business starts to tail off, or you fall into a cycle of growth and regression.Plan for growth, and make it stick – Business Development For Dummies shows you how.
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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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Business & Tech 2
Ready for round two? Take your knowledge to the next level with this follow-up pack, full of fresh challenges. Get tested on more pivotal moments and industry shake-ups that left their mark on the world of business and tech!. ACTIVATING THIS CATEGORYAfter your purchase, you'll receive an email with your redeem code allowing you to activate the pack instantly in the Outsmarted app.
Price: 1.99 € | Shipping*: €
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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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Is there a difference between a Business Manager and a Business Development Manager?
Yes, there is a difference between a Business Manager and a Business Development Manager. A Business Manager is typically responsible for overseeing the day-to-day operations of a business, including managing staff, finances, and resources. On the other hand, a Business Development Manager is focused on identifying new business opportunities, building relationships with potential clients, and developing strategies to expand the company's market presence. While both roles are important for the success of a business, they have distinct responsibilities and areas of focus.
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What is the business logic in programming?
Business logic in programming refers to the rules and processes that define how a business operates. It involves translating the specific requirements and workflows of a business into code that can be executed by a computer system. This logic dictates how data is processed, how decisions are made, and how tasks are carried out within a software application. By implementing the business logic in programming, developers can create applications that automate and streamline business processes, leading to increased efficiency and productivity.
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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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