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Analyze Datasets and Train ML Models using AutoML
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.6
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Approx. 14 hours to complete
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. You will then perform automated machine learning (AutoML) to automatically train, tune, and deploy the best text-classification algorithm for the given dataset using Amazon SageMaker Autopilot....
Foundations of Teaching for Learning: Learners and Learning
by Associate Professor George Oduro , Professor John MacBeath- 4.6
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Approx. 12 hours to complete
The Foundations of Teaching for Learning programme is for anyone who is teaching, or who would like to teach, in any subject and any context - be it at school, at home or in the workplace. This course provides an opportunity for you to identify and understand students’ expectations and prior learning. 3: Differentiating learning and teaching...
Introduction to Software Product Management
by Kenny Wong- 4.6
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Approx. 5 hours to complete
This course highlights the importance and role of software product management. It also provides an overview of the specialization, as well as its goals, structure, and expectations. The course explains the value of process, requirements, planning, and monitoring in producing better software. Course Resources: Introduction to Software Product Management Course Map: Introduction to Software Product Management...
Bridging the Gap between Strategy Design and Delivery
by Ricardo Viana Vargas- 4.8
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Approx. 18 hours to complete
Remember to get your voucher before starting the course to earn your Brightline® Initiative certificate using this link: https://www. This course will help you as a leader of your organization to bridge the costly and wasteful gap between strategy design and delivery. Module 1: The Gap between Strategy Design and Strategy Delivery Course Conclusion...
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. The hands-on section of this course focuses on using best practices and verifying assumptions derived from Statistical Learning. This course targets aspiring data scientists interested in acquiring hands-on experience with Time Series Analysis and Survival Analysis....
New Models of Business in Society
by R. Edward Freeman- 4.7
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Approx. 5 hours to complete
In this course, developed at the Darden School of Business at the University of Virginia and taught by top-ranked faculty, we will be discussing the emergence of a new story about business. Profits and stakeholder value go together, and this course explains how. Corporate Philanthropy and Corporate Social Responsibility Corporate Philanthropy and Corporate Social Responsibility: Next Steps...
Foundations of Mindfulness
by Dr. Elizabeth Slator- 4.8
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Approx. 16 hours to complete
This course provides a broad overview of the fundamental concepts, principles, and practices of mindfulness. Featured components of the course include experiential exercises, guided meditations, personal reflection and interactive discussions. Welcome to the Course Course Information and Keys to Success Week One Activity Challenges - Learning to Pay Attention Understanding and Appreciating Your Body...
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Public Health in Humanitarian Crises 2
by Gilbert Burnham, MD , Mija Ververs- 4.8
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Approx. 12 hours to complete
This course is a follow-up to Public Health in Humanitarian Crises 1, which dealt with changes in disease patterns, access to health care, livelihoods, shelter, sanitary conditions, nutritional status, and other issues. The course content is a mix of theoretical knowledge and many practical examples from recent disasters. Module 6: Humanitarian and Development Nexus (Paul Spiegel)...
Clinical Epidemiology
by Diederick E. Grobbee , Arno W. Hoes- 4.8
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Approx. 13 hours to complete
This course teaches the principles and practice of clinical epidemiology, drawing on real problems faced by medical professionals and elaborating on existing examples of clinical research. Followers of this course will develop their understanding of the topics addressed through lectures from experts, peer interaction and review assignments. Course Syllabus Book: 'Clinical Epidemiology: Principles, Methods, and Applications for Clinical Research'...
Intimacy of Creativity: Entering the Minds of Composers
by Bright Sheng , Ilari Kaila , Isaac Droscha- 4.5
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Approx. 5 hours to complete
Bright Sheng guides us through three works — by Brahms, Beethoven, and Sheng — for an intimate look inside the composer's mind. This course strives to give students a new appreciation of music, based on an understanding of the craft behind each work. Orientation and Module 1: Melody Introduction and Course Overview...
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