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"--

Statistics For Teachers

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Author : Ernest Walter Tiegs
language : en
Publisher:
Release Date : 1930

Statistics For Teachers written by Ernest Walter Tiegs and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1930 with Education categories.

Teaching Data Science For Social Justice To Pre Service Mathematics Teachers

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Author : Kevin Pelaez
language : en
Publisher:
Release Date : 2022

Teaching Data Science For Social Justice To Pre Service Mathematics Teachers written by Kevin Pelaez and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.

The emerging field of data science has brought attention to how we teach statistics and data science (Bargagliotti et al., 2020; Franklin et al., 2007) and prepare the next generation of statistics and data science teachers (Franklin et al., 2013). To realize the full potential of statistics and data science, researchers have also called for using data to guide conversations about race and racism (Philip et al., 2016, 2017), especially given the Black Lives Matter movement, climate change, and public health. In this dissertation, I drew on the Teaching Mathematics for Social Justice (Gutstein, 2006), Quantitative Critical Race Theory (Castillo & Gillborn, 2022; Crawford et al., 2018; Gillborn et al., 2018), and Habits of Mind (Cuoco et al., 1996) frameworks to study the potential of using a social justice-oriented approach to teaching data science for preservice mathematics teachers, highlighting the intersectionality of race and racism with statistics and data science. Data comes from a credit-bearing course taken by 14 students during the Summer 2021 term at a four-year public institution in the US-Mexico borderlands of Southern California. Data included pre- and post-assessments, pre- and post-task-based interviews, and classroom data (e.g., student work, whole-class recordings, field notes). There were four research questions and analyses in this dissertation. First, there was a qualitative description of the features used to design the course centered around Freire's (1998) notion of critical consciousness and praxis with illustrations of how the design features were enacted. Second, there was a quantitative analysis of pre- and post-assessments that aimed to measure the students' statistical and data scientific content knowledge. Third, there was a qualitative analysis of pre- and post-task-based interviews that aimed to capture development of students' critical statistical and data scientific practices. Finally, elements of a focusing phenomenon framework were used to coordinate how aspects of the classroom environment (e.g., design features, tasks, tools, and the teacher) directed students' attention towards understandings of race and racism in the context of data science.

The Science Teacher

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Author :
language : en
Publisher:
Release Date : 2001

The Science Teacher written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Science categories.

Essential Maths Skills For Exploring Social Data

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Author : Rhys Jones
language : en
Publisher: SAGE
Release Date : 2020-03-18

Essential Maths Skills For Exploring Social Data written by Rhys Jones and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-18 with Business & Economics categories.

For students anxious about statistics, this hands-on workbook is packed with clear explanations, real-world examples and practical exercises to gain the necessary maths skills to tackle statistics with confidence. --

Statistical Literacy

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Author : Rhys Jones
language : en
Publisher: SAGE Publications Limited
Release Date : 2024-04-13

Statistical Literacy written by Rhys Jones and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-13 with Social Science categories.

In an increasingly data-centric world, we all need to know how to read and interpret statistics. But where do we begin? This book breaks statistical terms and concepts down in a clear, straightforward way. From understanding what data are telling you to exploring the value of good storytelling with numbers, it equips you with the information and skills you need to become statistically literate. It also: Dispels misconceptions about the nature of statistics to help you avoid common traps. Helps you put your learning into practice with over 60 Tasks and Develop Your Skills activities. Draws on real-world research to demonstrate the messiness of data – and show you a path through it. Approachable and down to earth, this guide is aimed at undergraduates across the social sciences, psychology, business and beyond who want to engage confidently with quantitative methods or statistics. It forms a reassuring aid for anyone looking to understand the foundations of statistics before their course advances, or as a refresher on key content.

Proceedings Of The Section On Statistical Education

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Author : American Statistical Association. Section on Statistical Education
language : en
Publisher:
Release Date : 1984

Proceedings Of The Section On Statistical Education written by American Statistical Association. Section on Statistical Education and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Educational statistics categories.

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.

Science Teaching Making The System Work

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Author : Audrey B. Champagne
language : en
Publisher: AAAS Press
Release Date : 1988

Science Teaching Making The System Work written by Audrey B. Champagne and has been published by AAAS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Science categories.

Resources In Education

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Author :
language : en
Publisher:
Release Date : 1992

Resources In Education written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Education categories.