Tag: Learning

Free Download Teaching and Learning Physics Effectively in Challenging Times
English | 2024 | ISBN: 3031725409 | 531 Pages | PDF EPUB (True) | 36 MB
This book presents a comprehensive collection of recent developments in Physics Education Research. Expert authors contribute chapters reflecting insights gained from years of experience and recent research advancements. The book begins with general frameworks and guidelines for teaching and learning physics. It then examines experience-based learning, including experiential learning, inquiry-based learning, and remote experimental activities. Further, it addresses the teaching and learning of complex topics such as environmental science and contemporary physics. Finally, it focuses on teacher education, a crucial area for translating research into classroom practice. Together, these chapters provide a comprehensive overview of the latest advancements in teaching and learning physics.

Free Download Learning Design: A Handbook on Modelling and Delivering Networked Education and Training By Rob Koper (auth.), Rob Koper, Colin Tattersall (eds.)
2005 | 412 Pages | ISBN: 3540228144 | PDF | 6 MB
E-learning is still in its infancy. This can be seen both in the limited pedagogical quality and lack of portability of e-learning content, and in the lack of user-friendly tools to exploit the opportunities offered by current technologies. To be successful, e-learning must offer effective and attractive courses and programmes to learners, while at the same time providing a pleasant and effective work environment for staff members who have the task to develop course materials, plan the learning processes, provide tutoring, and assess performance.To overcome these deficiencies, the IMS Global Learning Consortium Inc. released the Learning Design Specification in 2003. With Learning Design it is possible to develop and present advanced, interoperable e-learning courses embracing educational role and game playing methods, problem-based learning, learning community approaches, adaptivity and peer coaching and assessment methods.In this handbook Koper and Tattersall have put together contributions from members of the "Valkenburg Group", consisting of 33 experts deeply involved in e-learning and more specifically learning design. The result is a rich and lasting source of information for both e-learning course and tool developers, providing information about the specification itself, how to implement it in practice, what tools to use, and what pitfalls to avoid. The book not only reports first experiences, but also goes beyond the current state of the art by looking at future prospects and emerging applications.

Free Download Learning Algorithms for Internet of Things:
Applying Python Tools to Improve Data Collection Use for System Performance
English | 2024 | ASIN : B0D7LH2KJ6 | 304 Pages | PDF | 9 MB

Free Download Intelligent Data Engineering and Automated Learning – IDEAL 2005: 6th International Conference, Brisbane, Australia, July 6-8, 2005. Proceedings By Juryon Paik, Dongho Won, Farshad Fotouhi, Ung Mo Kim (auth.), Marcus Gallagher, James P. Hogan, Frederic Maire (eds.)
2005 | 600 Pages | ISBN: 354026972X | PDF | 9 MB
This book constitutes the refereed proceedings of the 6th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2005, held in Brisbane, Australia, in July 2005.The 76 revised full papers presented were carefully reviewed and selected from 167 submissions. The papers are organized in topical sections on data mining and knowledge engineering, learning algorithms and systems, bioinformatics, agent technologies, and financial engineering.

Free Download Y. Psaromiligkos, "Evaluation in E-Learning"
English | ISBN: 161942942X | 2012 | 194 pages | PDF | 7 MB
Book by Y. Psaromiligkos

Free Download Deep Learning for Seismic Data Enhancement and Representation
English | 2024 | ISBN: 3031757440 | 287 Pages | PDF EPUB (True) | 182 MB
Seismic imaging is a key component of subsurface exploration, and it depends on a high-quality seismic data acquisition system with effective seismic processing algorithms. Seismic data quality concerns various factors such as acquisition design, environmental constraints, sampling resolution, and noises. The focus of this book is to investigate efficient seismic data representation and signal enhancement solutions by leveraging the powerful feature engineering capability of deep learning.

Free Download Building Scalable Deep Learning Pipelines on AWS: Develop, Train, and Deploy Deep Learning Models
English | 2024 | ASIN : B0DG4N89W1 | 749 Pages | PDF | 5 MB
This book is your comprehensive guide to creating powerful, end-to-end deep learning workflows on Amazon Web Services (AWS). The book explores how to integrate essential big data tools and technologies―such as PySpark, PyTorch, TensorFlow, Airflow, EC2, and S3―to streamline the development, training, and deployment of deep learning models.

Free Download Artificial Intelligence and Machine Learning Applications for Sustainable Development
English | 2025 | ISBN: 1032742143 | 370 Pages | PDF EPUB (True) | 17 MB
The book highlights how technologies including artificial intelligence and machine learning are transforming renewable energy technologies and enabling the development of new solutions. It further discusses how smart technologies are employed to optimize energy production and storage, enhance energy efficiency, and improve the overall sustainability of energy systems.

Free Download Applied Deep Learning on Graphs: Leveraging Graph Data to Generate Impact Using Specialized Deep Learning Architectures by Lakshya Khandelwal, Subhajoy Das
English | December 27th, 2024 | ISBN: 1835885977 | 250 pages | True PDF | 19.68 MB
Gain a deep understanding of applied deep learning on graphs from data, algorithm, and engineering viewpoints to construct enterprise-ready solutions using deep learning on graph data for wide range of domains

Free Download AWS Certified Machine Learning Engineer – Associate (MLA-C01) Exam Prep: 400 Practice Questions and Answers for Certification Success by James Howlett
English | September 11, 2024 | ISBN: N/A | ASIN: B0DGRGQ8LX | 131 pages | EPUB | 0.14 Mb
Are you ready to pass the AWS Certified Machine Learning Engineer – Associate (MLA-C01) exam and elevate your career in the world of AI and machine learning?