Statistics And Data Science For Teachers
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Statistics And Data Science For Teachers
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Author : Anna Bargagliotti
language : en
Publisher:
Release Date : 2021
Statistics And Data Science For Teachers written by Anna Bargagliotti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Statistics categories.
"A main goal of Statistics and Data Science for Teachers is to provide teacher educators with a resource to guide entire courses and professional development, or portions of courses and professional development when preparing teachers of all school level grade levels to teach the foundations of statistics and data science in their classrooms. In supporting the spirit of Pre-K-12 Guidelines for Assessment and Instruction in Statistics Education II (GAISE II), this book presents statistical ideas through investigations and engagement with the statistical problem-solving process of formulating statistical investigative questions, collecting/considering data, analyzing data, and interpreting results"--
Data Science In Education Using R
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Author : Ryan A. Estrellado
language : en
Publisher: Routledge
Release Date : 2020-10-26
Data Science In Education Using R written by Ryan A. Estrellado and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-26 with Education categories.
Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis project in education look like? If you’re just getting started with R in an education job, this is the book you’ll want with you. This book gets you started with R by teaching the building blocks of programming that you’ll use many times in your career. The book takes a "learn by doing" approach and offers eight analysis walkthroughs that show you a data analysis from start to finish, complete with code for you to practice with. The book finishes with how to get involved in the data science community and how to integrate data science in your education job. This book will be an essential resource for education professionals and researchers looking to increase their data analysis skills as part of their professional and academic development.
Bridging The Gap Between Common Core State Standards And Teaching Statistics
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Author : Patrick Hopfensperger
language : en
Publisher:
Release Date : 2012
Bridging The Gap Between Common Core State Standards And Teaching Statistics written by Patrick Hopfensperger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Mathematical statistics categories.
Teaching Statistics In School Mathematics Challenges For Teaching And Teacher Education
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Author : Carmen Batanero
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-07-31
Teaching Statistics In School Mathematics Challenges For Teaching And Teacher Education written by Carmen Batanero and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-31 with Education categories.
Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education results from the Joint ICMI/IASE Study Teaching Statistics in School Mathematics: Challenges for Teaching and Teacher Education. Oriented to analyse the teaching of statistics in school and to recommend improvements in the training of mathematics teachers to encourage success in preparing statistically literate students, the volume provides a picture of the current situation in both the teaching of school statistics and the pre-service education of mathematics teachers. A primary goal of Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education is to describe the essential elements of statistics, teacher’s professional knowledge and their learning experiences. Moreover, a research agenda that invites new research, while building from current knowledge, is developed. Recommendations about strategies and materials, available to train prospective teachers in university and in-service teachers who have not been adequately prepared, are also accessible to the reader.
Teaching Statistics
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Author : Andrew Gelman
language : en
Publisher: OUP Oxford
Release Date : 2002-08-08
Teaching Statistics written by Andrew Gelman and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-08-08 with Mathematics categories.
Students in the sciences, economics, psychology, social sciences, and medicine take introductory statistics. Statistics is increasingly offered at the high school level as well. However, statistics can be notoriously difficult to teach as it is seen by many students as difficult and boring, if not irrelevant to their subject of choice. To help dispel these misconceptions, Gelman and Nolan have put together this fascinating and thought-provoking book. Based on years of teaching experience the book provides a wealth of demonstrations, examples and projects that involve active student participation. Part I of the book presents a large selection of activities for introductory statistics courses and combines chapters such as, 'First week of class', with exercises to break the ice and get students talking; then 'Descriptive statistics' , collecting and displaying data; then follows the traditional topics - linear regression, data collection, probability and inference. Part II gives tips on what does and what doesn't work in class: how to set up effective demonstrations and examples, how to encourage students to participate in class and work effectively in group projects. A sample course plan is provided. Part III presents material for more advanced courses on topics such as decision theory, Bayesian statistics and sampling.
Pre K 12 Guidelines For Assessment And Instruction In Statistics Education Ii Gaise Ii
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Author : Anna Bargagliotti
language : en
Publisher:
Release Date : 2020
Pre K 12 Guidelines For Assessment And Instruction In Statistics Education Ii Gaise Ii written by Anna Bargagliotti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Statistics categories.
"This document lays out a curriculum framework for pre-K-12 educational programs that is designed to help students achieve data literacy and become statistically literate. The framework and subsequent sections in this book recommend curriculum and implementation strategies covering pre-K-12 statistics education"--
Mindset Mathematics
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Author : Jo Boaler
language : en
Publisher: John Wiley & Sons
Release Date : 2017-08-28
Mindset Mathematics written by Jo Boaler and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-28 with Education categories.
Engage students in mathematics using growth mindset techniques The most challenging parts of teaching mathematics are engaging students and helping them understand the connections between mathematics concepts. In this volume, you'll find a collection of low floor, high ceiling tasks that will help you do just that, by looking at the big ideas at the first-grade level through visualization, play, and investigation. During their work with tens of thousands of teachers, authors Jo Boaler, Jen Munson, and Cathy Williams heard the same message—that they want to incorporate more brain science into their math instruction, but they need guidance in the techniques that work best to get across the concepts they needed to teach. So the authors designed Mindset Mathematics around the principle of active student engagement, with tasks that reflect the latest brain science on learning. Open, creative, and visual math tasks have been shown to improve student test scores, and more importantly change their relationship with mathematics and start believing in their own potential. The tasks in Mindset Mathematics reflect the lessons from brain science that: There is no such thing as a math person - anyone can learn mathematics to high levels. Mistakes, struggle and challenge are the most important times for brain growth. Speed is unimportant in mathematics. Mathematics is a visual and beautiful subject, and our brains want to think visually about mathematics. With engaging questions, open-ended tasks, and four-color visuals that will help kids get excited about mathematics, Mindset Mathematics is organized around nine big ideas which emphasize the connections within the Common Core State Standards (CCSS) and can be used with any current curriculum.
The Amte Handbook Of Mathematics Teacher Education
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Author : Babette M. Benken
language : en
Publisher: IAP
Release Date : 2024-02-01
The Amte Handbook Of Mathematics Teacher Education written by Babette M. Benken and has been published by IAP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-01 with Mathematics categories.
This new volume of The Association of Mathematics Teacher Educators (AMTE) Professional Book Series is a critical and timely resource that paves the way and guides the future of mathematics teacher education. The collection of work in this AMTE Handbook of Mathematics Teacher Education reflects on research and what we know about how best to prepare and support both mathematics teachers and mathematics teacher educators and presents what is happening in the field. Examples included in the 22 chapters highlight how we are preparing teachers across multiple contexts (e.g., within district, in content courses for the major) and grade ranges (K-20+) and all chapters highlight relevant connections to the AMTE Standards for Preparing Teachers of Mathematics. Most importantly, this volume explores what we do not yet fully understand and where we are going. In essence, it considers how we can move the field forward. The 95 contributing authors range from graduate students to those who have served as leaders in the field in multiple ways for many years. Authors include K-12 teachers, school administrators, district leaders, graduate students, higher education faculty, and professional development facilitators.
The Educator S Handbook For Teaching With Primary Sources
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Author : Scott M. Waring
language : en
Publisher: Teachers College Press
Release Date : 2023
The Educator S Handbook For Teaching With Primary Sources written by Scott M. Waring and has been published by Teachers College Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Education categories.
Educators across subject areas are striving to integrate primary sources into their pedagogy and teaching. Yet, despite their importance to authentic disciplined inquiry, the implementation of primary source activities in the pre-K–12 classroom has been limited. This lack of utilization can largely be attributed to the perception that these activities are too complex to design, implement, and grade. Many teachers also feel that primary source analysis and the construction of evidence-based narratives is too difficult for students to complete in the traditional classroom. Waring argues that this is not the case and, with this handbook, provides teacher candidates and inservice teachers with detailed and specific perspectives, activities, approaches, and resources to help them effectively and authentically use primary sources in their classrooms. Book Features: Introduces teaching with primary sources, including detailed examples of authentic and tested instructional ideas and approaches.Designed to meet the needs of classroom teachers and teacher candidates in social studies, English and language arts, mathematics, science, and other fields.Offers dozens of primary sources and links to resources throughout the book.Aligns to national standards, frameworks, and the C3 framework for social studies.Can be used to meet the needs of emerging English learners and students with special needs.Focuses on ways in which educators are utilizing a variety of emerging technologies to engage students in deeper and more authentic ways of learning. Contributors include Peter DeCraene, Lisa Fink, Eric J. Pyle, Stefanie R. Wager, Sarah Westbrook, and Trena L. Wilkerson.