This document discusses the challenges of applying machine learning to educational assessments. It describes the variety of assessments, from classroom tests to high-stakes standardized tests. High-stakes tests present unique challenges around accuracy, interpretability, and cost of scoring. The document uses the GRE analytical writing section as an example and describes how essays are currently scored by human readers or by an automated system called e-rater. It notes that e-rater is an active area of research to improve accuracy while maintaining interpretability. The document concludes that a standardized machine learning pipeline is needed to efficiently support this research across different assessments and models.
This document discusses challenges and opportunities for open educational resources (OERs) in science, technology, engineering, and mathematics (STEM) subjects. Some key challenges include incorporating mathematical notation and complex diagrams, issues with interoperability, and replicating laboratory and field practices. However, OERs also present opportunities to more easily share resources that are difficult and costly to produce, such as simulations and virtual laboratories. There is a demand for OERs in STEM subjects that could help address capacity constraints and the high costs associated with hands-on learning in these fields. The document raises questions about how OERs could help overcome challenges specific to teaching and learning in different STEM disciplines.
Saving pepper seeds allows people to preserve unique varieties, limit outside inputs, and save money. Most pepper varieties can be legally saved, though some are protected. New varieties are protected by Plant Variety Protection, patents, or trade secrets for 20 years. Hybrid peppers should not have their seeds saved as the resulting plants will not have the same characteristics. When saving seeds, proper isolation is needed to prevent cross-pollination and maintain varietal purity. Seeds should be harvested from mature, undamaged peppers and stored properly to maximize viability.
This document discusses setting up a residential robotics school with multiple EV3 bricks connected over a wireless network. The bricks would each have an SD card and WiFi card to allow them to be programmed from PCs running RobotLab software. Considerations include giving each brick a static IP or domain name for easy identification. An interactive tablet interface is suggested. The EV3 bricks run a Debian-based ev3dev operating system and support running Python/IPython scripts from the on-board controls or via SSH from a host PC. Connecting an IPython kernel on the EV3 to clients like Jupyter notebooks on a host PC is described. Integrating RobotLab with the Jupyter/IPython ecosystem to allow programming robots from a web browser
G R E Revised General Test Slides For Ed U S A & Fulbright 6 2011Educational Adviser
The GRE revised General Test is being launched worldwide starting in August 2011 with changes to better assess skills needed for graduate study. It will feature new question types, a more flexible online format, and a new 130-170 score scale for the Verbal Reasoning and Quantitative Reasoning sections. The test updates were designed to better predict success in graduate programs.
This document provides information to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses:
- INSPIRE TEXAS' goal of preparing confident educators and its partnership with CertifyTeacher.com to provide test prep materials.
- Resources for exam preparation including the Texas Education Agency website for standards and CertifyTeacher.com for online practice tests.
- Requirements that students register for their exam early in the program and limits on exam retakes after September 2015.
This document provides information to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses:
- INSPIRE TEXAS' goal of preparing confident educators and its partnership with CertifyTeacher.com to provide test prep materials.
- Resources for exam preparation including the Texas Education Agency website for standards and CertifyTeacher.com for online practice tests.
- Requirements that students register for their exam early in the program and limits on exam retakes after September 2015.
This document provides information and resources to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses INSPIRE TEXAS' partnership with CertifyTeacher.com to provide free test preparation through online practice exams and study materials. It also provides links to the Texas Education Agency and ETS websites for additional exam information, registration, and preparation resources. The document guides students through accessing their CertifyTeacher account and utilizing the available practice exams and study tools to study for 10-12 hours in preparation for taking the actual TExES content exam.
Top 10 “Must Do's” for Implementing an Assessment Process in Your ProgramExamSoft
Dr. Kyumin Whang, Associate Professor, The University of Texas Health Science Center at San Antonio, School of Dentistry
Implementation of a new technology in an educational program is never an easy feat. On-boarding and receiving faculty buy-in can be challenging, but with careful planning is achievable. This presentation will share The University of Texas Health Science Center at San Antonio (UTHSCSA) School of Dentistry’s best practices for implementation, set-up, and construction of assessment procedure to ensure successful adoption and continued use of ExamSoft. Topics covered will include: advantages and challenges of implementation, collaboration with specialists and technicians, setup of support systems, and construction of student academic misconduct procedures.
This document discusses challenges and opportunities for open educational resources (OERs) in science, technology, engineering, and mathematics (STEM) subjects. Some key challenges include incorporating mathematical notation and complex diagrams, issues with interoperability, and replicating laboratory and field practices. However, OERs also present opportunities to more easily share resources that are difficult and costly to produce, such as simulations and virtual laboratories. There is a demand for OERs in STEM subjects that could help address capacity constraints and the high costs associated with hands-on learning in these fields. The document raises questions about how OERs could help overcome challenges specific to teaching and learning in different STEM disciplines.
Saving pepper seeds allows people to preserve unique varieties, limit outside inputs, and save money. Most pepper varieties can be legally saved, though some are protected. New varieties are protected by Plant Variety Protection, patents, or trade secrets for 20 years. Hybrid peppers should not have their seeds saved as the resulting plants will not have the same characteristics. When saving seeds, proper isolation is needed to prevent cross-pollination and maintain varietal purity. Seeds should be harvested from mature, undamaged peppers and stored properly to maximize viability.
This document discusses setting up a residential robotics school with multiple EV3 bricks connected over a wireless network. The bricks would each have an SD card and WiFi card to allow them to be programmed from PCs running RobotLab software. Considerations include giving each brick a static IP or domain name for easy identification. An interactive tablet interface is suggested. The EV3 bricks run a Debian-based ev3dev operating system and support running Python/IPython scripts from the on-board controls or via SSH from a host PC. Connecting an IPython kernel on the EV3 to clients like Jupyter notebooks on a host PC is described. Integrating RobotLab with the Jupyter/IPython ecosystem to allow programming robots from a web browser
G R E Revised General Test Slides For Ed U S A & Fulbright 6 2011Educational Adviser
The GRE revised General Test is being launched worldwide starting in August 2011 with changes to better assess skills needed for graduate study. It will feature new question types, a more flexible online format, and a new 130-170 score scale for the Verbal Reasoning and Quantitative Reasoning sections. The test updates were designed to better predict success in graduate programs.
This document provides information to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses:
- INSPIRE TEXAS' goal of preparing confident educators and its partnership with CertifyTeacher.com to provide test prep materials.
- Resources for exam preparation including the Texas Education Agency website for standards and CertifyTeacher.com for online practice tests.
- Requirements that students register for their exam early in the program and limits on exam retakes after September 2015.
This document provides information to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses:
- INSPIRE TEXAS' goal of preparing confident educators and its partnership with CertifyTeacher.com to provide test prep materials.
- Resources for exam preparation including the Texas Education Agency website for standards and CertifyTeacher.com for online practice tests.
- Requirements that students register for their exam early in the program and limits on exam retakes after September 2015.
This document provides information and resources to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses INSPIRE TEXAS' partnership with CertifyTeacher.com to provide free test preparation through online practice exams and study materials. It also provides links to the Texas Education Agency and ETS websites for additional exam information, registration, and preparation resources. The document guides students through accessing their CertifyTeacher account and utilizing the available practice exams and study tools to study for 10-12 hours in preparation for taking the actual TExES content exam.
Top 10 “Must Do's” for Implementing an Assessment Process in Your ProgramExamSoft
Dr. Kyumin Whang, Associate Professor, The University of Texas Health Science Center at San Antonio, School of Dentistry
Implementation of a new technology in an educational program is never an easy feat. On-boarding and receiving faculty buy-in can be challenging, but with careful planning is achievable. This presentation will share The University of Texas Health Science Center at San Antonio (UTHSCSA) School of Dentistry’s best practices for implementation, set-up, and construction of assessment procedure to ensure successful adoption and continued use of ExamSoft. Topics covered will include: advantages and challenges of implementation, collaboration with specialists and technicians, setup of support systems, and construction of student academic misconduct procedures.
This document outlines the topics covered in a job readiness training program led by Anthony M. DiMattia. The training focuses on developing both soft skills like communication, teamwork, and time management, as well as hard skills like computer skills, reasoning skills, and math skills. It also covers creating job search documents like resumes and cover letters, preparing for interviews, developing decision making and conflict resolution abilities, and identifying job search strategies and resources.
This document provides information to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses:
- INSPIRE TEXAS' goal of preparing confident educators and its partnership with CertifyTeacher.com to provide test prep materials.
- Resources for exam preparation including the Texas Education Agency website for standards and CertifyTeacher.com for online practice exams and study tools.
- Details about registering for exams with ETS, limits on retake attempts, and strategies if a student does not pass on the first try, including continuing practice and requesting additional study materials.
Presents a critique of several common approaches to building e-capability on tertiary educational institutions, based on the metaphor of Melbourne's famous trams. The author's first job was as a conductor on the trams. Sadly, the conductors (called "connies") are no longer with us, although the author still is.
EntranceCorner.com was started in April 2009 to help students build informed careers through counselling, collaboration, resources, and information at different phases of their academic journey. It offers these services online, through voice, and offline to help students with questions about academics and careers. Expert counsellors provide personalized guidance on topics like exam preparation, career options, colleges, and the admission process. Students can also access discussion forums, alumni networks, and study materials. The website provides information on upcoming exams, answer keys, cut-offs, and details on engineering, medical and law exams to help with the application and preparation process.
Non-Cognitive Factors as Predictors of Student Successwmiller824
The document discusses noncognitive factors that influence student success in higher education. It notes that students often struggle with early academic success due to a lack of effective study skills and behaviors. It also explains that without well-developed goals, self-management skills, and social connections, students may fail to persist through degree completion. The document advocates assessing both cognitive and noncognitive factors in students to better support their placement, advising, and success.
RTO 45623 VET Lab for Schools is an RTO designed specifically for secondary school students. It offers clustered and contextualized learning programs across six topics with interactive materials and industry-validated assessments. Teachers receive unlimited support through tailored induction, professional development opportunities, and regular program meetings. The RTO limits enrollments to provide individualized attention and free professional development to teachers. Student and teacher feedback fuel continuous improvements to the program annually. Streamlined processes manage the program from enrollment to certification with minimal administrative burden on teachers.
This document provides information about OUTSOURCE Business Training Centre (OBTC), including its history, services, vision, values, and the qualifications and experience of its owner Stephen Bowerman. OBTC has been operating for over 23 years, providing training, assessment, and employment services. It offers a wide range of accredited and non-accredited courses across various industries. Stephen has over 26 years of experience in vocational training and assessment and holds several qualifications in business, training, and adult literacy.
The Training and Development Agency for Schools (TDA) is responsible for teacher training in England. It allocates over 37,000 training places each year across various routes including undergraduate, postgraduate, employment-based. It also regulates teacher training providers and ensures quality through criteria for accreditation and inspection by Ofsted. The TDA collects data on trainees and providers to monitor quality and inform recruitment and funding.
IELTS is a standardized English proficiency test required for university admission or immigration purposes in many English-speaking countries. It evaluates four language skills: speaking, listening, reading, and writing. Knowledge Icon helps students improve these skills and provides test preparation tips, such as practicing prior IELTS tests and building vocabulary. In addition to rigorous training, Knowledge Icon offers small class sizes, experienced instructors, and affordable fees to help students achieve high scores on all four sections of the IELTS test.
This workbook promises to help you CRACK the section of Mathematics. Learn the tips and tricks necessary to work with topics like Numbers and Operations, Algebra and Functions, Geometry and Measurement, and Data Analysis. With multiple exercises and Practice tests, your chances of getting a good score at SAT Examination increases. TestMentor’s Math workbook is a perfect choice for those who consider Math their weak point.
This document summarizes a presentation for counselors and mentors on national training for financial aid and career counseling. It includes an agenda covering labor market trends from the Department of Workforce Services, updates on financial aid including FAFSA changes, and UtahFutures. Key points discussed include growing healthcare and technology fields, the need for education beyond high school, high demand occupations at different education levels, and the importance of location in career opportunities. Financial aid topics include current and extinct grants, scholarships, student loans, and Utah's 529 college savings plan.
Most popular practice test platform
6000+hrs of test. test for 204+ exam categories, 1.5 lac+ questions and answers. Get insightful reports and comparisons with millions of other test takers.
Features & Benefits (The only test and practice package that you will ever need)
1. Unlimited Access
2. Largest Question Bank
3. Detailed Report
4. Compare Rankings
Resonance was founded in 2001 by an IIT graduate to enable students across India to realize their dreams of getting into IIT. It has grown to become a leading coaching institute with study centers in 13 cities. Resonance provides classroom, distance learning, and e-learning programs to prepare students for engineering and medical entrance exams. A site analysis found areas for improvement including optimizing meta descriptions and keywords, and increasing text on pages to improve SEO rankings. Recommendations were made to further decrease load times and optimize on-site elements.
The document discusses various placement and competitive tests used in education. It describes the purpose and process of placement tests used by colleges to assess students' readiness for coursework and determine appropriate class placement. These tests can also serve as gatekeepers. Competitive exams rank candidates according to their scores to determine admissions. Examples discussed include the IELTS and TOEFL English proficiency tests, the National Eligibility Test (NET) for teaching positions, and India's Teacher Eligibility Test (TET) for government school teaching jobs.
Tom Kiddle & Eaquals Assessment Group Members: Integrated Skills Assessment i...eaquals
This document discusses integrated skills assessment in practice. It provides examples of integrated skills tasks from various organizations.
The first part describes an integrated reading, speaking and mediation task used in Austria to assess abilities in two additional languages. Students read a text in their first language and then discuss and mediate the content in English and another language.
The second part explains the integrated writing task on the TOEFL exam, which requires students to read a passage, listen to a lecture, and then write a response integrating both. It also discusses the scoring rubric and use of automated scoring for this task.
The third part outlines Trinity College London's Integrated Skills in English exams, which integrate reading, writing, speaking
The document discusses an institution's efforts to improve remediation for underprepared students through the use of online assessment and learning tools. It implemented a pilot program with a vendor to assess students' skills and generate individualized learning plans. Based on the success of the pilot, the institution transitioned all students to the new online platform to streamline assessment, remediation, and tracking of student progress. Support resources like tutoring services and guidance documents were also provided to help students navigate and make the most of the new online tools.
The document discusses several competitive and placement tests used for education and employment purposes. It describes the International English Language Testing System (IELTS), which tests English language proficiency and has academic and general training versions. It also outlines the Test of English as a Foreign Language (TOEFL), Teaching Knowledge Test (TKT), Teacher Eligibility Test (TET), National Eligibility Test (NET), and State Eligibility Test (SET). These tests are used to determine eligibility for teaching positions or admission to academic programs in countries like India. Placement tests can help identify strong teachers and provide opportunities for good jobs.
International Entrance Exams to Study OverseasIntStu
Thousands of aspirants migrate to various parts of the world every year to complete their higher studies. Whilst the global study abroad scene has opened up tremendously to accommodate students of all academic backgrounds and interests, there are still certain preset academic standards that need to be met in order to gain admission to a university or college abroad. These are achieved by clearing competitive international entrance exams
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
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This document outlines the topics covered in a job readiness training program led by Anthony M. DiMattia. The training focuses on developing both soft skills like communication, teamwork, and time management, as well as hard skills like computer skills, reasoning skills, and math skills. It also covers creating job search documents like resumes and cover letters, preparing for interviews, developing decision making and conflict resolution abilities, and identifying job search strategies and resources.
This document provides information to help students prepare for the TExES exam required to become a certified teacher in Texas. It discusses:
- INSPIRE TEXAS' goal of preparing confident educators and its partnership with CertifyTeacher.com to provide test prep materials.
- Resources for exam preparation including the Texas Education Agency website for standards and CertifyTeacher.com for online practice exams and study tools.
- Details about registering for exams with ETS, limits on retake attempts, and strategies if a student does not pass on the first try, including continuing practice and requesting additional study materials.
Presents a critique of several common approaches to building e-capability on tertiary educational institutions, based on the metaphor of Melbourne's famous trams. The author's first job was as a conductor on the trams. Sadly, the conductors (called "connies") are no longer with us, although the author still is.
EntranceCorner.com was started in April 2009 to help students build informed careers through counselling, collaboration, resources, and information at different phases of their academic journey. It offers these services online, through voice, and offline to help students with questions about academics and careers. Expert counsellors provide personalized guidance on topics like exam preparation, career options, colleges, and the admission process. Students can also access discussion forums, alumni networks, and study materials. The website provides information on upcoming exams, answer keys, cut-offs, and details on engineering, medical and law exams to help with the application and preparation process.
Non-Cognitive Factors as Predictors of Student Successwmiller824
The document discusses noncognitive factors that influence student success in higher education. It notes that students often struggle with early academic success due to a lack of effective study skills and behaviors. It also explains that without well-developed goals, self-management skills, and social connections, students may fail to persist through degree completion. The document advocates assessing both cognitive and noncognitive factors in students to better support their placement, advising, and success.
RTO 45623 VET Lab for Schools is an RTO designed specifically for secondary school students. It offers clustered and contextualized learning programs across six topics with interactive materials and industry-validated assessments. Teachers receive unlimited support through tailored induction, professional development opportunities, and regular program meetings. The RTO limits enrollments to provide individualized attention and free professional development to teachers. Student and teacher feedback fuel continuous improvements to the program annually. Streamlined processes manage the program from enrollment to certification with minimal administrative burden on teachers.
This document provides information about OUTSOURCE Business Training Centre (OBTC), including its history, services, vision, values, and the qualifications and experience of its owner Stephen Bowerman. OBTC has been operating for over 23 years, providing training, assessment, and employment services. It offers a wide range of accredited and non-accredited courses across various industries. Stephen has over 26 years of experience in vocational training and assessment and holds several qualifications in business, training, and adult literacy.
The Training and Development Agency for Schools (TDA) is responsible for teacher training in England. It allocates over 37,000 training places each year across various routes including undergraduate, postgraduate, employment-based. It also regulates teacher training providers and ensures quality through criteria for accreditation and inspection by Ofsted. The TDA collects data on trainees and providers to monitor quality and inform recruitment and funding.
IELTS is a standardized English proficiency test required for university admission or immigration purposes in many English-speaking countries. It evaluates four language skills: speaking, listening, reading, and writing. Knowledge Icon helps students improve these skills and provides test preparation tips, such as practicing prior IELTS tests and building vocabulary. In addition to rigorous training, Knowledge Icon offers small class sizes, experienced instructors, and affordable fees to help students achieve high scores on all four sections of the IELTS test.
This workbook promises to help you CRACK the section of Mathematics. Learn the tips and tricks necessary to work with topics like Numbers and Operations, Algebra and Functions, Geometry and Measurement, and Data Analysis. With multiple exercises and Practice tests, your chances of getting a good score at SAT Examination increases. TestMentor’s Math workbook is a perfect choice for those who consider Math their weak point.
This document summarizes a presentation for counselors and mentors on national training for financial aid and career counseling. It includes an agenda covering labor market trends from the Department of Workforce Services, updates on financial aid including FAFSA changes, and UtahFutures. Key points discussed include growing healthcare and technology fields, the need for education beyond high school, high demand occupations at different education levels, and the importance of location in career opportunities. Financial aid topics include current and extinct grants, scholarships, student loans, and Utah's 529 college savings plan.
Most popular practice test platform
6000+hrs of test. test for 204+ exam categories, 1.5 lac+ questions and answers. Get insightful reports and comparisons with millions of other test takers.
Features & Benefits (The only test and practice package that you will ever need)
1. Unlimited Access
2. Largest Question Bank
3. Detailed Report
4. Compare Rankings
Resonance was founded in 2001 by an IIT graduate to enable students across India to realize their dreams of getting into IIT. It has grown to become a leading coaching institute with study centers in 13 cities. Resonance provides classroom, distance learning, and e-learning programs to prepare students for engineering and medical entrance exams. A site analysis found areas for improvement including optimizing meta descriptions and keywords, and increasing text on pages to improve SEO rankings. Recommendations were made to further decrease load times and optimize on-site elements.
The document discusses various placement and competitive tests used in education. It describes the purpose and process of placement tests used by colleges to assess students' readiness for coursework and determine appropriate class placement. These tests can also serve as gatekeepers. Competitive exams rank candidates according to their scores to determine admissions. Examples discussed include the IELTS and TOEFL English proficiency tests, the National Eligibility Test (NET) for teaching positions, and India's Teacher Eligibility Test (TET) for government school teaching jobs.
Tom Kiddle & Eaquals Assessment Group Members: Integrated Skills Assessment i...eaquals
This document discusses integrated skills assessment in practice. It provides examples of integrated skills tasks from various organizations.
The first part describes an integrated reading, speaking and mediation task used in Austria to assess abilities in two additional languages. Students read a text in their first language and then discuss and mediate the content in English and another language.
The second part explains the integrated writing task on the TOEFL exam, which requires students to read a passage, listen to a lecture, and then write a response integrating both. It also discusses the scoring rubric and use of automated scoring for this task.
The third part outlines Trinity College London's Integrated Skills in English exams, which integrate reading, writing, speaking
The document discusses an institution's efforts to improve remediation for underprepared students through the use of online assessment and learning tools. It implemented a pilot program with a vendor to assess students' skills and generate individualized learning plans. Based on the success of the pilot, the institution transitioned all students to the new online platform to streamline assessment, remediation, and tracking of student progress. Support resources like tutoring services and guidance documents were also provided to help students navigate and make the most of the new online tools.
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DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
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Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
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of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
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using low-temperature electrolysis considering different sources of electricity
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