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Dataset results
37 results for “teacher training”
Survey on the implementation of digital technology architecture in teacher training
<p>This file contains the results of a detailed survey exploring the implementation of digital technology architecture in teacher education. The survey was designed to assess how educational institutions are integrating advanced digital tools into their professional development programmes and the impact this has on teaching and learning. The data collected provides valuable insight into the effectiveness of these technologies in the educational environment, areas of success and challenges that still need to be addressed to optimise educator training in the digital age.</p>
Data set - Practical teacher-training program on STEAM activity planning
<p>Data set of answers of 14 Brazilian teachers who took part in a practical teacher-training program on STEAM activity planning. </p>
DATABASE 01 ILE teachers' training interests
<p>This database was collected from april to july 2023, asking teachers for their interests in training related to Innovative Learning Environments.</p>
Training word vectors on text from The Physics Teacher using Word2Vec
<p>This notebook and dataset allows one to play around with word vectors trained on text from articles in the journal <a href="https://pubs.aip.org/aapt/pte">The Physics Teacher</a> published between 1963 (the start of publication) and 2020, around 15000 articles in total.</p> <p>The primary datafile, "TPT_word2vec_words_bigrams_V1.pkl", is a list of cleaned text from these articles. It contains a list, within which each paper is a sub-list. Each sentence in that paper is yet another sub-list which contains the words in that sentence in order. However, in the data cleaning process we have removed “stop words” (like if, and, but, etc.), punctuation, symbols, and numbers, as well as lowercased all words and combined words that frequently go together into one (like “high” and "school” to “high_school”). Here is an example of 3 sentences taken from a random paper: <br> <br>[['magnet', 'spin', 'tape', 'magnetize', 'strongly', 'time', 'pole', 'approach'],<br>['magnet', 'place', 'center', 'counterweight', 'period', 'magnetize', 'pulse', 'twice', 'long'],<br>['trial', 'tape', 'examine', 'sprinkle_iron', 'filing', 'length'], ... ]</p> <p>In the notebook, we create a set of word vectors from these sentences using the Word2Vec technique, first published by Mikolov et al. (2013):</p> <p>Mikolov, T., Chen, K., Corrado, G., & Dean, J. (2013). Efficient Estimation of Word Representations in Vector Space (No. arXiv:1301.3781). arXiv. https://doi.org/10.48550/arXiv.1301.3781</p> <p>The notebook includes code for both loading in word vectors from a trained model (also included, "TPT_word2vec.model") and creating the same model from the TPT text dataset. Note that word vectors are randomly initialized, so we include a random seed to make this training replicable. Changing the seed will alter some of the results (although the changes seem fairly minor).</p> <p>With a trained model, we demonstrate some applications of word vectors: adding and subtracting meanings <br>(for example "experiment" - "uncertainty" = "demonstration") and visualizing low-dimensional representations of word vectors.</p> <p>In order to install the required packages, you can use the requirements.txt file. If using pip, run "pip install requirements.txt". Or, if using Anaconda (recommended), you can use "conda install --file requirements.txt". You will also need the software to run jupyter notebooks, which can be installed with Anaconda or pip.</p>
Dataset of use, acceptance, attitude and training needs in active method-ologies of Spanish teachers.
<p>Dataset collected for the purpose of analyzing various aspects related to the implementation of active methodologies (AM) in the educational field in Spain. This dataset includes data on: Use of active methodologies: information on the frequency and the way in which teachers use different active methodologies in their classes, such as cooperative learning, project-based learning, challenge-based learning, among others. Student acceptance: evaluation of how students perceive and respond to active methodologies, observing their willingness to participate and the benefits they consider derived from these methodologies. Teacher attitudes: Teachers' opinions and perceptions about active methodologies, including their effectiveness, advantages, and difficulties in implementing them in the classroom. Training needs: information on teachers' perceptions about the need for training in the use of active methodologies, particularly in emerging areas such as the use of digital technologies in the classroom, and the preparation to implement these strategies more effectively.</p>
Efficacy of Mindfulness-based Training for Teachers and Young Children for Social Emotional and Ethical Development (SEED)
ClinicalTrials.gov study NCT06820619. IPD Sharing: NO. Countries: 1. Publications: 4.
Evaluation of Preventive (Stay Safe) Training Program of Child Abuse for Teachers and Children
ClinicalTrials.gov study NCT03956628. IPD Sharing: NO. Countries: 1. Publications: 2.
A Well-being Training for Preservice Teachers
ClinicalTrials.gov study NCT02544412. IPD Sharing: Not stated. Countries: 1. Publications: 10.
The Impact of an Intervention Taught by Trained Teachers on Childhood BMI z Score
ClinicalTrials.gov study NCT01397123. IPD Sharing: Not stated. Countries: 1. Publications: 8.
Improving Mental Health Services for Economically Disadvantaged Children: Training Teachers
ClinicalTrials.gov study NCT00069563. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Motivational Training Program for Pre-service Physical Education Teachers
ClinicalTrials.gov study NCT06924554. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.
Brief Behavioral Teacher Training for Behavioral Difficulties
ClinicalTrials.gov study NCT06127030. IPD Sharing: NO. Countries: 1. Publications: 24.
Online Video Training for Teachers to Improve Reading Skills in Children Using Augmentative and Alternative Communication
ClinicalTrials.gov study NCT06766188. IPD Sharing: YES. Countries: 1. Publications: 2.
Digital and Face-to-face Basic Life Support Training for Teacher Candidates
ClinicalTrials.gov study NCT05522166. IPD Sharing: NO. Countries: 1. Publications: 6.
Effectiveness of Behavioral Preschool Teacher Training for Externalizing
ClinicalTrials.gov study NCT03967509. IPD Sharing: YES. Countries: 1. Publications: 10.
07 - Teacher training September
<p>All videos of the teacher training of september 2021 for CreaSTEAM project.</p>
IMPROVING THE METHODOLOGY OF TRAINING FUTURE TEACHERS FOR PEDAGOGICAL ACTIVITIES IN THE PROCESS OF EDUCATIONAL PRACTICE
Open the record for dataset details and reuse information.
SCIENTIFIC THEORETICAL FOUNDATIONS OF HEALTH CARE ISSUES IN THE PROFESSIONAL TRAINING OF FUTURE TEACHERS
Open the record for dataset details and reuse information.
DESIGN OF PROFESSIONAL TRAINING OF FUTURE TEACHERS
Open the record for dataset details and reuse information.
Extended data integration of teacher training in Gamification
<p>Reports of included studies</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.