Search result for Modeling and analysis Online Courses & Certifications
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Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 24 hours to complete
This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Artificial Intelligence and Machine Learning, Part I Artificial Intelligence and Machine Learning, Part II How AI and Automation Will Shape Finance in the Future Geron, “Hands-On Machine Learning with Scikit-Learn and TensorFlow”, Chapter 1 Regression and Equity Analysis...
Managing Data Analysis
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.6
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Approx. 9 hours to complete
We describe the iterative nature of data analysis and the role of stating a sharp question, exploratory data analysis, inference, formal statistical modeling, interpretation, and communication. In addition, we will describe how to direct analytic activities within a team and to drive the data analysis process towards coherent and useful results....
Business Analysis: Data Flow Diagrams to Visualize Workflows
by Tom and Angela Hathaway- 4.4
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1.5 hours on-demand video
Process Modeling Techniques for Requirements Elicitation and Workflow Analysis Learn about Data Flow Diagrams (DFDs), Context-level DFDs, and Rigorous Physical Process Models (RPPM), what they are, why they are important, and who can use them. You will learn how to create a Context-Level Data Flow Diagram and explode relevant process(es) to reveal the nitty-gritty detail (i....
$15.99
Systems Science and Obesity
by Jessica Jones-Smith , Rahmat Beheshti , Daniel Taber , Kayla de la Haye , Thomas Glass- 4.6
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Approx. 11 hours to complete
Systems science has been instrumental in breaking new scientific ground in diverse fields such as meteorology, engineering and decision analysis. This seminar is designed to introduce students to basic tools of theory building and data analysis in systems science and to apply those tools to better understand the obesity epidemic in human populations....
Data Analysis with R
by Moira Burke , Chris Saden , Solomon Messing , Dean Eckles- 0.0
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Approx. 2 months
Start by learn about what exploratory data analysis (EDA) is and why it is important. lesson 2 R Basics EDA which comes before formal hypothesis testing and modeling makes use of visual methods to analyze and summarize data sets. lesson 3 Explore One Variable Perform EDA to understand the distribution of a variable and to check for anomalies and outliers....
Free
Comprehensive Linear Modeling with R
by Geoffrey Hubona, Ph.D.- 3.9
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14.5 hours on-demand video
Comprehensive Linear Modeling with R provides a wide overview of numerous contemporary linear and non-linear modeling approaches for the analysis of research data. Then generalized linear modeling (GLM) is explained and demonstrated with numerous examples. The course concludes with a section on the special considerations and techniques for establishing simultaneous inference in the linear modeling domain....
$12.99
Model Building and Validation
by Don Dini , Rishi Pravahan- 0.0
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Approx. 8 weeks
In this course we will take a more general approach, walking through the questioning, modeling and validation steps of the model building process. lesson 1 Introduction to the QMV Process Learn about the Question Modeling and Validation (QMV) process of data analysis....
Free
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Techniques of Design-Oriented Analysis
by Dr. Dragan Maksimovic- 4.8
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Approx. 12 hours to complete
This is Course #2 in the Modeling and Control of Power Electronics course sequence. ● Averaged-Switch Modeling and Simulation (ECEA 5705) ● Apply the Extra Element Theorem to converter analysis and design problems ● Apply the N-Extra Element Theorem to converter analysis and design problems ● Apply techniques of design-oriented analysis to analysis, design, and simulations of switching converters...
Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 21 hours to complete
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Different modeling approaches can be chosen to detect interesting patterns in the data and identify hidden relationships. Descriptive and Exploratory Data Analysis Modeling Data Basics Quiz Apply linear modeling techniques to answer multivariable questions...
Econometrics#2: Econometrics Modeling and Analysis in EViews
by Smart Coders Hub- 3.5
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17 hours on-demand video
Learn Multivariate Modeling, Autocorrelation Techniques, VAR and ARCH Modeling, Unit Root and CoIntegration Testing Econometrics#2: Econometrics Modeling and Analysis in EViews Quantitative methods and predictive modelling concepts could be extensively used in understanding the financial markets movements, and studying tests and effects. Desired skillsets — Understanding of Data Analysis and VBA toolpack in MS Excel will be useful...
$9.99
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