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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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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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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
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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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Coding for Beginners Certificate Training Course
Course Description If you're curious to understand how the software that you are using every day has been created or you are eager to write your own programs but don’t know where to start, this course is for you! Join millions of people around the globe in learning to code - the most essential skill for the 21st century. Taking this fast track course will be beneficial if you are looking to become an IT professional or considering a career switch. But even if you don’t want to work as a coder, taking this course would expand your technical knowledge and confidence and give you a new perspective on the technological changes in the world. Anyone can learn to code! Coding for Beginners Certificate The course contains the essential concepts that anyone who is new to coding should learn in order to start writing simple code. This course is designed with the beginner in mind and packed full of example code in Python - one of the most popular general purpose coding languages in the last couple of years. By the end of the course, you will also know a lot about object-oriented programming, and learning these fundamental principles will not only give you a background for further study, but will show you another way to think about the world from a machine’s point of view. What you will learn: The aim of the course is to help you write and run your first lines of actual code. It is a practical course with fun coding activities and exercises as well as all the needed material to guide you in completing them. The history of coding including all notable achievements and computer prototypes The main components of a computing machine for storing digital information in binary How to create variables, set their data types and use operators for complex calculations Controlling the flow of the program by writing conditional statements for recursion How to use built-in functions and write your own self-contained code How to organise your code in modules and packages that can reference each other The ideas behind Object-Oriented coding How to construct programs using structures such as classes and instances Benefits of this course There are a number of benefits to taking this course, which include: A comprehensive, practical and easy-to-understand course material Example code with comprehensive explanations using the Python coding language End of module activities and a final test which are designed to expand your overall understanding and put what you’ve learned into action Can be completed anywhere with an Internet connection Gaining relevant knowledge about an ever-growing industry, which will provide you with practical skills for the workforce Being able to write simple Python programs at the end of the course Who can take the course?Anyone who has an interest in learning more about this subject matter is encouraged to take the course. There are no entry requirements to take the course. What is the structure of the course?The course is broken down into 10 individual modules. Each module takes between 20 and 90 minutes on average to study. Although you are free to spend as much or as little time as you feel necessary on each module, simply log in and out of the course at your convenience. Where / when can I study the course?You can study the course any time you like. Simply log in and out of the web based course as often as you require. The course is compatible with all computers, tablet devices and smart phones so you can even study while on the move! Is there a test at the end of the course?Once you have completed all modules there is a multiple choice test. The questions will be on a range of topics found within the modules. The test, like the course, is online and can be taken a time and location of your choosing. What is the pass mark for the final test?The pass mark for the test is 70%. If you don’t pass the test first time you will get further opportunities to take the test again after extra study. There are no limits to the number of times you can take the test. All test retakes are included within the price of the course. When will I receive my certificate?Once you have completed your test you can log in to your account and download/print your certificate any time you need it.How long does it take to complete the course?We estimate that the course will take about 12 hours to complete in total, plus an additional 30 minutes for the end of course test. Course Content Module 1: Evolution of Computers and Coding Module 2: Getting ready to code Module 3: Mathematics Basics Module 4: Variables andamp; Data Types Module 5: Working with variables using operators and data type conversion Module 6: Controlling the flow of code using conditional statements and loops Module 7: Working with Built-in and User-defined Functions Module 8: Organising code into modules and packages Module 9: Creating Object Oriented programs using classes and instances Module 10: Reusing code by inheritance, external files and third-party packages Course Detail Course Access: Lifetime Exams Included: Yes Compatibility: All major browsers / devices Need to train your Team? Contact Us for Discounts on Multiple Subscription Purchases.
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Coding for Kids Ages 8-12 : Simple C++ Programming Lessons and Get You Started With Programming from Scratch (Coding for Absolute Beginners)
Games and activities that teach kids ages 8-12 to code with C++Learning to code isn't as hard as it sounds―you just have to get started! Coding for Kids in C++ starts off with the very basics: Learn why coding has taken the world by storm, and why C++ is a great way to get started. The book has 50 interactive programs, and then another 50 exercises to practice each concept at the back of every chapter. Every chapter is a building block of programming block of programming that kids can use to master the basics, and start creating their very own games. Kids will progress through unique lessons packed with helpful examples!Activities at the end of each chapter help test their new knowledge by combining multiple concepts. For young programmers who really want to show off their creativity, there are extra tricky challenges to tackle after each chapter. All kids need to get started is a computer and this book.Have kids improve their problem solving skills, computer literacy, logical arguments, and think independently while having fun learning an amazing new skill with this coding book for kids in C++.
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International Human Resource Development : Learning, Education and Training for Individuals and Organizations
International Human Resource Development provides thought-provoking questions and stimulating answers to key issues in human resource development today, putting HRD in its strategic organizational context and examining in depth the process of learning from different perspectives.This third edition provides a thorough exploration of international human resource development, and has been completely updated and revised with a variety of case studies and contributions from a range of HR development experts, making it the most topical book in this field.It also addresses the increasingly important area of knowledge management, incorporating learning and development.Clearly structured and mapped against the current Chartered Institute of Personnel and Development (CIPD) standards, this comprehensive handbook covers each aspect of the training cycle, including the role and identification of learning, training and development needs in organizations, working in multicultural and multilingual settings, learning and competitive strategy, planning and design, delivering effective training programmes, assessment and evaluation, international development and managing the human resource function.
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Training & Development For Dummies
Retain outstanding talent with a successful training and development program One of the best ways to retain great talent in your business is to deliver a strong training and development program—and this book gives you the tools to do just that.Featuring the latest strides in talent development, such as social learning, hybrid training, creating videos, and more, it arms you with everything you need to upskill employees to be more effective, productive, satisfied, and loyal. Develop a robust training and development programFoster a supportive and innovative work environmentUse mentoring, coaching, and informal learning effectivelyAlign learning to your organization’s needs Engage your employees with a motivating training program using the helpful guidance in Training & Development For Dummies!
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