Download or read book The Prediction of Effectiveness in Secondary School Teaching written by University of the State of New York. Division of Research and published by . This book was released on 1959 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Classroom Assessment Scoring System CLASS Manual Toddler written by Karen M. La Paro and published by Brookes Publishing Company. This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manual includes detailed descriptions of the 8 CLASS Toddler dimensions, administration procedures, and information about the tool's development.

Download or read book STUDENT ACADEMIC PERFORMANCE ANALYSIS AND PREDICTION USING MACHINE LEARNING WITH PYTHON written by Vivian Siahaan and published by BALIGE PUBLISHING. This book was released on 2022-03-20 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dataset used in this project consists of student achievement in secondary education of two Portuguese schools. The data attributes include student grades, demographic, social and school-related features) and it was collected by using school reports and questionnaires. Two datasets are provided regarding the performance in two distinct subjects: Mathematics (mat) and Portuguese language (por). In the two datasets were modeled under binary/five-level classification and regression tasks. Important note: the target attribute G3 has a strong correlation with attributes G2 and G1. This occurs because G3 is the final year grade (issued at the 3rd period), while G1 and G2 correspond to the 1st and 2nd period grades. It is more difficult to predict G3 without G2 and G1, but such prediction is much more useful. Attributes in the dataset are as follows: school - student's school (binary: 'GP' - Gabriel Pereira or 'MS' - Mousinho da Silveira); sex - student's sex (binary: 'F' - female or 'M' - male); age - student's age (numeric: from 15 to 22); address - student's home address type (binary: 'U' - urban or 'R' - rural); famsize - family size (binary: 'LE3' - less or equal to 3 or 'GT3' - greater than 3); Pstatus - parent's cohabitation status (binary: 'T' - living together or 'A' - apart); Medu - mother's education (numeric: 0 - none, 1 - primary education (4th grade), 2 - 5th to 9th grade, 3 - secondary education or 4 - higher education); Fedu - father's education (numeric: 0 - none, 1 - primary education (4th grade), 2 - 5th to 9th grade, 3 - secondary education or 4 - higher education); Mjob - mother's job (nominal: 'teacher', 'health' care related, civil 'services' (e.g. administrative or police), 'at_home' or 'other'); Fjob - father's job (nominal: 'teacher', 'health' care related, civil 'services' (e.g. administrative or police), 'at_home' or 'other'); reason - reason to choose this school (nominal: close to 'home', school 'reputation', 'course' preference or 'other'); guardian - student's guardian (nominal: 'mother', 'father' or 'other'); traveltime - home to school travel time (numeric: 1 - <15 min., 2 - 15 to 30 min., 3 - 30 min. to 1 hour, or 4 - >1 hour); studytime - weekly study time (numeric: 1 - <2 hours, 2 - 2 to 5 hours, 3 - 5 to 10 hours, or 4 - >10 hours); failures - number of past class failures (numeric: n if 1<=n<3, else 4); schoolsup - extra educational support (binary: yes or no); famsup - family educational support (binary: yes or no); paid - extra paid classes within the course subject (Math or Portuguese) (binary: yes or no); activities - extra-curricular activities (binary: yes or no); nursery - attended nursery school (binary: yes or no); higher - wants to take higher education (binary: yes or no); internet - Internet access at home (binary: yes or no); romantic - with a romantic relationship (binary: yes or no); famrel - quality of family relationships (numeric: from 1 - very bad to 5 - excellent); freetime - free time after school (numeric: from 1 - very low to 5 - very high); goout - going out with friends (numeric: from 1 - very low to 5 - very high); Dalc - workday alcohol consumption (numeric: from 1 - very low to 5 - very high); Walc - weekend alcohol consumption (numeric: from 1 - very low to 5 - very high); health - current health status (numeric: from 1 - very bad to 5 - very good); absences - number of school absences (numeric: from 0 to 93); G1 - first period grade (numeric: from 0 to 20); G2 - second period grade (numeric: from 0 to 20); and G3 - final grade (numeric: from 0 to 20, output target). The models used in this project are K-Nearest Neighbor, Random Forest, Naive Bayes, Logistic Regression, Decision Tree, Support Vector Machine, Adaboost, LGBM classifier, Gradient Boosting, and XGB classifier. Three feature scaling used in machine learning are raw, minmax scaler, and standard scaler. Finally, you will develop a GUI using PyQt5 to plot cross validation score, predicted values versus true values, confusion matrix, learning curve, decision boundaries, performance of the model, scalability of the model, training loss, and training accuracy.

Download or read book Research in Education written by and published by . This book was released on 1974 with total page 1280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Predicting Teacher Effectiveness of Graduates of the State University of New York Teachers Colleges written by Harold Jay Keeler and published by . This book was released on 1956 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Effective Teachers Student Achievement written by James Stronge and published by Routledge. This book was released on 2013-07-23 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research has shown that there is no greater influence on a student's success than the quality of his or her teacher. This book presents the research findings which demonstrate the connection between teacher effectiveness and student achievement. Author James Stronge describes and explains the value-added teacher-assessment research that has emerged in the past decade and demystifies the power and practices of effective teachers.

Download or read book Resources in Education written by and published by . This book was released on 2001 with total page 764 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Multidimensional Perspectives on Principal Leadership Effectiveness written by Beycioglu, Kadir and published by IGI Global. This book was released on 2014-10-31 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exceptional management skills are crucial to success in educational environments. As school leaders, principals are expected to effectively supervise the school system while facing a multitude of issues and demands. Multidimensional Perspectives on Principal Leadership Effectiveness combines best practices and the latest approaches in school administration and management. Exploring the challenges faced by principals, as well as the impact of new managerial tactics being employed, this book is a comprehensive reference publication for policymakers, academicians, researchers, students, school practitioners, and government officials seeking current and emerging research on administrative leadership in educational settings.

Download or read book The Prospective Teacher s Grasp of High School Content in His Probable Fields of Instruction written by Russell E. Jonas and published by . This book was released on 1928 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Development and Refinement of Measures of Teaching Effectiveness written by University of the State of New York and published by . This book was released on 1956 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book SURVEY OF RESEARCHES IN EDUCATION Volume II written by Prof. Sunil Kumar Singh and published by Faculty of Education, Banaras Hindu University. This book was released on 2020-05-26 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: PREFACE It gives me immense pleasure to share a few sentences as preface of the ‘Survey of Research Abstract of Faculty of Education (K)’, Banaras Hindu University, Varanasi. As we are aware that educational research aimed at developing curriculum, syllabus, textbooks, instructional materials, assessment modules, pedagogical innovations and qualitative practices and reforms. Information and communication technology, e-resources, e-contents, on-line mode of curricular transactions are becoming more prominent and effective in certain domains worldwide. Researches at doctoral and post-doctoral level are to be addressed the issues related to community, it needs and aspirations, curriculum (advances to be incorporate) and teaching-learning processes in order to make education updated, fulfilling the developmental needs, updated education refines the sensitivities of the learners to be constructive and productive in their approaches to bring desired development for themselves and for the society at large. Fast changing scenario on expected to lines and also on unexpected lines, both demand multifaceted preparedness to meet the challenges of life, likely to emerge. The present covid-19 situation has forced people globally to be locked down to fight against fatal corona virus. Under the situation researches and education processes one unique features such as: online mode of teaching- learning, development of e-content & e-resources, digital pedagogy, curricular flexibility, alternate system of evaluation and examinations, teachers knowledge base and preparedness and students achievement etc. all these have put forwards new areas of study. The comprehensive volume II of the Research Abstract includes eighty Ph.D. thesis and two hundred P.G. dissertations, covered various areas, including educational psychology, philosophy, sociology, technology, curricular studies, examination, evaluation, discipline-based pedagogies etc. Volume provides a rich knowledge base to readers to find knowledge gap in a particular areas for further research design in a way researcher finds a direction to proceed with a new problem with a sound research plan. I on behalf of the Faculty of Education and on my own behalf convey my sincere congratulations to the entire team of the publication and to Prof. S. K. Singh, the chief editor of the volume. I am sure readers will be immensely benefited from this great volume. Date: 26th May, 2020 (R. P. Shukla)

Download or read book New Challenges in the Research of Academic Achievement Measures Methods and Results written by Juan Luis Castejon and published by Frontiers Media SA. This book was released on 2021-02-24 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Oversight Hearings on American Secondary Education written by United States. Congress. House. Committee on Education and Labor. Subcommittee on Elementary, Secondary, and Vocational Education and published by . This book was released on 1980 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book National Survey of the Education of Teachers written by United States. National Survey of the Education of Teachers and published by . This book was released on 1932 with total page 988 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Bulletin Bureau of Education written by United States. Bureau of Education and published by . This book was released on 1932 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Predictive Models for School Leadership and Practices written by Amzat, Ismail Hussein and published by IGI Global. This book was released on 2018-09-07 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: A successful administrator is one who applies suitable or appropriate leadership styles in various situations or contexts. It is crucial to investigate how effective administrators lead their organizations in challenging and difficult times, as well as promote the accomplishments of their organization. Predictive Models for School Leadership and Practices is an essential reference source that discusses academic administration as well as administrative effectiveness in achieving organizational goals. Featuring research on topics such as teacher collaboration, school crisis management, and ITC integration, this book is ideally designed for principals, researchers, academics, educational policymakers, and teachers seeking coverage on academic leadership and leadership models.

Download or read book The Education of Native and Minority Groups written by Ambrose Caliver and published by . This book was released on 1932 with total page 984 pages. Available in PDF, EPUB and Kindle. Book excerpt: