Search result for Data uncertainty Online Courses & Certifications
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Modeling Risk and Realities
by Sergei Savin , Senthil Veeraraghavan- 4.6
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Approx. 7 hours to complete
2 Optimizing with Solver, and Alternative Data Inputs Week 1: Modeling in Low Uncertainty Quiz Week 2: Risk and Reward: Modeling High Uncertainty Settings 1 High Uncertainty Settings, Probability Distributions, Uncertainty and Risk Week 2: Modeling in High Uncertainty Quiz Week 3: Choosing Distributions that Fit Your Data 1 Data and Visualization: Graphical Representation...
Mastering Data Analysis in Excel
by Jana Schaich Borg , Daniel Egger- 4.2
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Approx. 21 hours to complete
You will emerge with substantial vocabulary and practical knowledge of how to apply business data analysis methods based on binary classification (module 2), information theory and entropy measures (module 3), and linear regression (module 4 and 5), all using no software tools more complex than Excel. Introduction to Mastering Data Analysis in Excel...
Probability - The Science of Uncertainty and Data
by John Tsitsiklis , Dimitri Bertsekas , Patrick Jaillet , Karene Chu- 0.0
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16 Weeks
Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science. This course is part of theMITx MicroMasters Program in Statistics and Data Science....
$300
Data Science: Inferential Thinking through Simulations
by Ani Adhikari , John DeNero , David Wagner- 0.0
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5 Weeks
Using real-world examples from a wide range of domains including law, medicine, and football, you’ll learn how data scientists make conclusions about unknowns based on the data available. Often, the data we have are not complete, yet we’d still like to draw inferences about the world and quantify the uncertainty in our conclusions....
$199
Decision Making Under Uncertainty: Introduction to Structured Expert Judgment
by Tina Nane , Anca Hanea , Roger Cooke- 0.0
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6 Weeks
Don't let the absence of data or the lack of appropriate data affect your decision-making. Learn how expert opinion can be used rigorously for uncertainty quantification. Account for uncertainty assessments in complex decision-making context when data pose issues Use the CM to analyze expert data and obtain answers to questions of interest...
$50
Probability and Statistics in Data Science using Python
by Alon Orlitsky , Yoav Freund- 0.0
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10 Weeks
The job of a data scientist is to glean knowledge from complex and noisy datasets. Reasoning about uncertainty is inherent in the analysis of noisy data. In this course, part of the Data Science MicroMasters program, you will learn the foundations of probability and statistics....
$350
GIS Data Formats, Design and Quality
by Nick Santos- 4.9
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Approx. 28 hours to complete
In this course, the second in the Geographic Information Systems (GIS) Specialization, you will go in-depth with common data types (such as raster and vector data), structures, quality and storage during four week-long modules: Week 1: Learn about data models and formats, including a full understanding of vector data and raster concepts. Assessing Data Quality and Uncertainty...
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Decision Making in Engineering Design
by Jitesh Panchal- 0.0
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17 Weeks
Learn to formulate design decisions under risk and uncertainty...
$2250
Inferential Statistics
by Mine Çetinkaya-Rundel- 4.8
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Approx. 17 hours to complete
Using numerous data examples, you will learn to report estimates of quantities in a way that expresses the uncertainty of the quantity of interest. The course introduces practical tools for performing data analysis and explores the fundamental concepts necessary to interpret and report results for both categorical and numerical data Data Analysis Project...
Data, Models and Decisions in Business Analytics
by Vineet Goyal , Costis Maglaras- 0.0
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12 Weeks
Learn fundamental tools and techniques for using data towards making business decisions in the face of uncertainty. Learn various approaches for decision-making in the face of uncertainty How to use historical data to learn the underlying model and pattern Optimization methods and software to solve decision problems under uncertainty in business applications...
$249
