Real World Training Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Real World Training Design write by Jenn Labin. This book was released on 2012-05-07. Real World Training Design available in PDF, EPUB and Kindle. 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.
Real-World Machine Learning
Real-World Machine Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Real-World Machine Learning write by Henrik Brink. This book was released on 2016-09-15. Real-World Machine Learning available in PDF, EPUB and Kindle. 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
Real World Training Design
Real World Training Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Real World Training Design write by Jenn Labin. This book was released on 2012. Real World Training Design available in PDF, EPUB and Kindle. 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
Instructional Design in the Real World - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Instructional Design in the Real World write by Anne-Marie Armstrong. This book was released on 2004-01-01. Instructional Design in the Real World available in PDF, EPUB and Kindle. 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.
Understanding by Design
Understanding by Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Understanding by Design write by Grant P. Wiggins. This book was released on 2005. Understanding by Design available in PDF, EPUB and Kindle. What is understanding and how does it differ from knowledge? How can we determine the big ideas worth understanding? Why is understanding an important teaching goal, and how do we know when students have attained it? How can we create a rigorous and engaging curriculum that focuses on understanding and leads to improved student performance in today's high-stakes, standards-based environment? Authors Grant Wiggins and Jay McTighe answer these and many other questions in this second edition of Understanding by Design. Drawing on feedback from thousands of educators around the world who have used the UbD framework since its introduction in 1998, the authors have greatly revised and expanded their original work to guide educators across the K-16 spectrum in the design of curriculum, assessment, and instruction. With an improved UbD Template at its core, the book explains the rationale of backward design and explores in greater depth the meaning of such key ideas as essential questions and transfer tasks. Readers will learn why the familiar coverage- and activity-based approaches to curriculum design fall short, and how a focus on the six facets of understanding can enrich student learning. With an expanded array of practical strategies, tools, and examples from all subject areas, the book demonstrates how the research-based principles of Understanding by Design apply to district frameworks as well as to individual units of curriculum. Combining provocative ideas, thoughtful analysis, and tested approaches, this new edition of Understanding by Design offers teacher-designers a clear path to the creation of curriculum that ensures better learning and a more stimulating experience for students and teachers alike.
