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Engineering Project Management: Risk, Quality, Teams, and Procurement
by Tom Phalen , Kazimir Karwowski- 4.8
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Approx. 16 hours to complete
By the end of this course you will be able to: All of this will position you to understand the more intangible aspects of project management to drive better overall performance. Learners who complete this course on the Certificate track will be awarded 12 hours of Profession Development Units. Example Cost of Quality - Electric Car Case...
Introduction to Thermodynamics: Transferring Energy from Here to There
by Margaret Wooldridge, Ph.D.- 4.8
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Approx. 16 hours to complete
This course provides an introduction to the most powerful engineering principles you will ever learn - Thermodynamics: the science of transferring energy from one place or form to another place or form. 01 - Example of Analysis of a Rankine Power Plant - Part 1: Assigning the State Information (or Pin the Tail on the Donkey)...
Operations Research (1): Models and Applications
by å”令傑 (Ling-Chieh Kung)- 4.8
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Approx. 11 hours to complete
This course introduces frameworks and ideas about various types of optimization problems in the business world. NTU MOOC course information 2-2: Elements of a mathematical program (1). 2-3: Elements of a mathematical program (2). 2-6: Three types of LPs. 2-12: Computers – The Solver add-in and Example 1 – producing desks and tables....
Deploying Machine Learning Models
by Ilkay Altintas , Julian McAuley- 3.5
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Approx. 11 hours to complete
In this course we will learn about Recommender Systems (which we will study for the Capstone project), and also look at deployment issues for data products. By the end of this course, you should be able to implement a working recommender system (e. Syllabus Course Materials Description of Capstone Tasks Project structure of interactive Python data applications...
Artificial Intelligence Algorithms Models and Limitations
by Brent Summers- 4.7
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Approx. 8 hours to complete
As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations in the real world. Course Introduction Example of simple algorithms, and how to sort Out of the lab: models in production Example Predictive Model...
Career planning: resume/CV, cover letter, interview
by Dr Peter J Mitchell- 4.8
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Approx. 10 hours to complete
I aim to respond to 95% of questions within 24 hours. The examples and strategies I share with you in this course have already helped people find their dream jobs in top companies around the world. - Simon, CEO of Expopromoter/Biletum, Shanghai, China "It is with much enthusiasm that I am recommending the services of Dr Peter Mitchell’s online course....
Greening the Economy: Sustainable Cities
by Dr. Kes McCormick , Prof. Lena Neij , Prof. James Evans , Prof. Harriet Bulkeley- 4.7
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Approx. 7 hours to complete
This course explores sustainable cities as engines for greening the economy in Europe and around the world. We place cities in the context of sustainable urban transformation and climate change. We connect the key trends of urbanization, decarbonisation and sustainability. About the course Course syllabus Green Urban Initiative: Example Submissions Governance of Urban Sustainability Transitions – an introduction...
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Applied Machine Learning in Python
by Kevyn Collins-Thompson- 4.6
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Approx. 34 hours to complete
The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. The course will end with a look at more advanced techniques, such as building ensembles, and practical limitations of predictive models. An Example Machine Learning Problem Course Syllabus...
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
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Approx. 18 hours to complete
This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. If you are already an expert, this course may refresh some of your knowledge. Disclaimer: This course is substantially more abstract and requires more programming than the other two courses of the specialization....
Evolution: A Course for Educators
by Joel Cracraft, Ph.D. , David Randle, Ph.D.- 4.7
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Approx. 10 hours to complete
How are all of the species living on Earth today related? Species, Speciation, and the Tree of Life: Part 1 Species, Speciation, and the Tree of Life: Part 2 Building the Tree of Life Darwin's Theory of Natural Selection Basic Processes of Evolution The History of Life The History of LIfe...
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