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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. Principal Component Analysis...
Ecology: from cells to Gaia
by Roberto Cazzolla Gatti- 4.4
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Approx. 7 hours to complete
4) and applying their analysis to ecological and conservation problems....
Natural Language Processing
by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович- 4.4
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Approx. 32 hours to complete
Linear models for sentiment analysis...
MBSE: Model-Based Systems Engineering
by Ken English- 4.5
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Approx. 21 hours to complete
This Model-Based Systems Engineering (MBSE) course and the Digital Thread courses featured earlier in this specialization bring together the concepts from across digital manufacturing and design, forming a vision in which the geometry of a product is just one way of describing it. Main concepts of this course will be delivered through lectures, readings, discussions and various videos....
Exploring and Producing Data for Business Decision Making
by Fataneh Taghaboni-Dutta, Ph.D., PMP- 4.8
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Approx. 23 hours to complete
• Use Excel for statistical analysis Excel Data Analysis Toolpak...
Critical Business Skills
by Candace Sleeman, PhD , Michael Newhouse-Bailey, PhD- 0.0
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16 Weeks
Business analytics, which combines data analysis with industry knowledge to solve business problems and discover insights, is integrated throughout the course to ensure you’re able to support stakeholders at all levels of an organization....
$498
Getting a Good Deal: Negotiating Extractive Industry Contracts
by Alberto Reyes , Zorigt Dashdorj , Herbert P M’cleod , Tehtena Mebratu-Tsegaye- 0.0
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3 Weeks
Learn about negotiating extractive industry contracts and strategies for governments to get the best outcomes from negotiation. Many resource-rich countries negotiate complex contracts to govern mining, oil, or gas projects. Despite the critical importance of these contracts in determining the risks and benefits of these projects, many developing country governments face disadvantages in the negotiation process....
$25
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Smart City
by OLC and SURR- 0.0
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6 Weeks
This course is based on the World Bank’s “Smart City”. This course will make an overall introduction to global smart city development in order to inform the leaders in smart cities and communities. Cities, as the crucible and the hub of human innovation and advancement, face critical changes in their fundamental role....
$5
Visualizing Data with R
by Saishruthi Swaminathan , Gabriela de Queiroz , Tiffany Zhu , Yiwen Li- 0.0
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4 Weeks
If you do not have these skills, it is highly recommended that you first take the Introduction to R Programming for Data Science as well as the Data Analysis with R courses from IBM prior to starting this course....
$99
Prepare Data for Exploration
by Google Career CertificatesTop Instructor- 4.8
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Approx. 22 hours to complete
This is the third course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. As you continue to build on your understanding of the topics from the first two courses, you’ll also be introduced to new topics that will help you gain practical data analytics skills....
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