Are you a learning and development professional responsible for creating training programs for your organization? If so, you probably know that every training project faces the constraints of time, cost, and quality. Real World Training Design employs the time-tested ADDIE (Analysis, Design, Development, Implementation and Evaluation) model as a starting point in giving you the tools and knowledge you need to implement your training goals. In Real World Training Design, you will learn how to assess the needs training of your company, how to design a program that meets your criteria you face, how to develop the program efficiently and cost-effectively, how to implement your training protocol, and how to evaluate the results of your work so you can demonstrate the benefits and return-on-investment of your plan. Separating Real World Training Design from the rest of the training manual pack is its recognition that real-world challenges and opportunities are part of the process of developing every training program. Rather than gloss over the potential difficulties faced by trainers, managers, and other L&D staff, this book explores and addresses these issues head on, and offers creative and pragmatic advice on how to overcome these obstacles. In addition to an in-depth analysis of the ADDIE protocol and coverage of the potential pitfalls you may encounter, Real World Training Design also delivers useful tools, detailed templates, well-researched case studies, and a list of additional resources to help you create truly productive and cost-effective training programs. Real World Training Design is a tremendously valuable for every professional who is involved with the design, implementation, maintenance, and evaluation of personnel development tools.

Are you a learning and development professional responsible for creating training programs for your organization? If so, you probably know that every training project faces the constraints of time, cost, and quality. Real World Training Design employs the time-tested ADDIE (Analysis, Design, Development, Implementation and Evaluation) model as a starting point in giving you the tools and knowledge you need to implement your training goals. In Real World Training Design, you will learn how to assess the needs training of your company, how to design a program that meets your criteria you face, how to develop the program efficiently and cost-effectively, how to implement your training protocol, and how to evaluate the results of your work so you can demonstrate the benefits and return-on-investment of your plan. Separating Real World Training Design from the rest of the training manual pack is its recognition that real-world challenges and opportunities are part of the process of developing every training program. Rather than gloss over the potential difficulties faced by trainers, managers, and other L&D staff, this book explores and addresses these issues head on, and offers creative and pragmatic advice on how to overcome these obstacles. In addition to an in-depth analysis of the ADDIE protocol and coverage of the potential pitfalls you may encounter, Real World Training Design also delivers useful tools, detailed templates, well-researched case studies, and a list of additional resources to help you create truly productive and cost-effective training programs. Real World Training Design is a tremendously valuable for every professional who is involved with the design, implementation, maintenance, and evaluation of personnel development tools.

Instructional Design in the Real World: A View from the Trenches offers guidance on how the traditional instructional design system has been used and how it must be changed to work within other systems. The environments and systems that affect the ADDIE (Analysis, Design, Development, Implementation, Evaluation) process and to which it must be adapted include corporations, industry, consulting organizations, health care facilities, church and charitable groups, the military, the government, educational institutions, and others. Its application must be filtered and altered by the environments and the systems where the learning or training takes place. Every chapter includes a case study showing how the application of ID strategies, learning theories, systems theory, management theories and practices and communication tools and practices are adapted and applied in various environments. The chapters also contain lessons learned, tool tips, and suggestions for the future.

Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and deploy powerful ML systems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Machine learning systems help you find valuable insights and patterns in data, which you'd never recognize with traditional methods. In the real world, ML techniques give you a way to identify trends, forecast behavior, and make fact-based recommendations. It's a hot and growing field, and up-to-speed ML developers are in demand. About the Book Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems. What's Inside Predicting future behavior Performance evaluation and optimization Analyzing sentiment and making recommendations About the Reader No prior machine learning experience assumed. Readers should know Python. About the Authors Henrik Brink, Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning. Table of Contents PART 1: THE MACHINE-LEARNING WORKFLOW What is machine learning? Real-world data Modeling and prediction Model evaluation and optimization Basic feature engineering PART 2: PRACTICAL APPLICATION Example: NYC taxi data Advanced feature engineering Advanced NLP example: movie review sentiment Scaling machine-learning workflows Example: digital display advertising

Better Learning Solutions Through Better Learning Experiences When training and development initiatives treat learning as something that occurs as a one-time event, the learner and the business suffer. Using design thinking can help talent development professionals ensure learning sticks to drive improved performance. Design Thinking for Training and Development offers a primer on design thinking, a human-centered process and problem-solving methodology that focuses on involving users of a solution in its design. For effective design thinking, talent development professionals need to go beyond the UX, the user experience, and incorporate the LX, the learner experience. In this how-to guide for applying design thinking tools and techniques, Sharon Boller and Laura Fletcher share how they adapted the traditional design thinking process for training and development projects. Their process involves steps to: Get perspective. Refine the problem. Ideate and prototype. Iterate (develop, test, pilot, and refine). Implement. Design thinking is about balancing the three forces on training and development programs: learner wants and needs, business needs, and constraints. Learn how to get buy-in from skeptical stakeholders. Discover why taking requests for training, gathering the perspective of stakeholders and learners, and crafting problem statements will uncover the true issue at hand. Two in-depth case studies show how the authors made design thinking work. Job aids and tools featured in this book include: a strategy blueprint to uncover what a stakeholder is trying to solve an empathy map to capture the learner’s thoughts, actions, motivators, and challenges an experience map to better understand how the learner performs. With its hands-on, use-it-today approach, this book will get you started on your own journey to applying design thinking.

An ideal textbook for instructional designers in training, Real World Instructional Design emphasizes the collaborative, iterative nature of instructional design. Positing instructional design as a process of simultaneous rather than sequential tasks with learner-centered outcomes, this volume engages with the essential building blocks of systematically designed instruction: learner needs and characteristics, goals and objectives, instructional activities, assessments, and formative evaluations. Key features include a Designer’s Toolkit that includes tips and approaches that practitioners use in their work; vignettes and narrative case studies that illustrate the complexities and iterative nature of instructional design; and forms, templates, and questionnaires to support students in applying the chapter content. With updated examples, this streamlined second edition presents a timeless approach to instructional design.

If you are designing a training program for the first time, this practical book is for you. Part of ATD’s Training Basics series, it zeroes in on how to design successful training for the face-to-face or virtual classroom. It also serves as a guide for developing self-study training programs, such as online tutorials and workbooks. Internationally renowned workplace learning expert and educator Saul Carliner not only delves into the analysis and evaluation phases of training design—where most books stop—but also gives prominence to core competencies like materials development, marketing, and administration. Updated to reflect changes in training practices, this second edition helps instructional designers hone key training skills. Major additions include guidance on live virtual and online tutorials, completely new training programs, and tips for how to adjust design practice when working under stringent conditions. In this book you will learn: Best practices for designing and developing training programs in the real world. Tactics to successfully launch and run training programs you’ve designed. How to adjust design practices along three tiers of effort in platinum, silver, and bronze scenarios.

#1 NEW YORK TIMES BEST SELLER • At last, a book that shows you how to build—design—a life you can thrive in, at any age or stage • “Life has questions. They have answers.” —The New York Times Designers create worlds and solve problems using design thinking. Look around your office or home—at the tablet or smartphone you may be holding or the chair you are sitting in. Everything in our lives was designed by someone. And every design starts with a problem that a designer or team of designers seeks to solve. In this book, Bill Burnett and Dave Evans show us how design thinking can help us create a life that is both meaningful and fulfilling, regardless of who or where we are, what we do or have done for a living, or how young or old we are. The same design thinking responsible for amazing technology, products, and spaces can be used to design and build your career and your life, a life of fulfillment and joy, constantly creative and productive, one that always holds the possibility of surprise.

Is your program ready for the real world? Real world evaluation is a balance between art, science, accuracy, and cost. To set your program up for success, you need to start the measurement and evaluation journey with a clear destination in mind. In Real World Training Evaluation, Patricia and Jack Phillips hone in on ROI in learning and development and outline a clear pathway to seamless and credible evaluation. Learn to avoid real world barriers that commonly get in the way of talent development initiatives. Earn the respect of senior management by showing bottom-line impact, including the ROI. And start describing program successes in quantitative, qualitative, financial, and non-financial terms to win over crucial stakeholders. By demonstrating program results, you can help your organization link its human capital investment to operational excellence and sustainability. Real World Training Evaluation offers the directions and tools to get you there.

Products, technologies, and workplaces change so quickly today that everyone is continually learning. Many of us are also teaching, even when it's not in our job descriptions. Whether it's giving a presentation, writing documentation, or creating a website or blog, we need and want to share our knowledge with other people. But if you've ever fallen asleep over a boring textbook, or fast-forwarded through a tedious e-learning exercise, you know that creating a great learning experience is harder than it seems. In Design For How People Learn, you'll discover how to use the key principles behind learning, memory, and attention to create materials that enable your audience to both gain and retain the knowledge and skills you're sharing. Using accessible visual metaphors and concrete methods and examples, Design For How People Learn will teach you how to leverage the fundamental concepts of instructional design both to improve your own learning and to engage your audience.