Search result for Exploratory data analysis methods Online Courses & Certifications
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Experimental Design Basics
by Douglas C. Montgomery- 4.7
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Approx. 13 hours to complete
The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Portland Cement Data Example Florescence Data Example Unit 3: Experiments with a Single Factor - The Analysis of Variance...
Financial Analysis of Insurance Companies – Industry Overview and Analysis of Financial and Regulatory Reporting
by Jack Farmer- 0.0
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3 Weeks
Want to gain a solid understanding of the unique analysis methods needed to assess the financial strength and operating performance of insurance companies in the US and Europe? Next, we’ll look at other sources of financial data and at the different accounting methods and standards that you will encounter when evaluating insurance companies....
$199
Data – What It Is, What We Can Do With It
by Jennifer Bachner, PhD- 4.5
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Approx. 11 hours to complete
This course introduces students to data and statistics. We’ll talk about how analysts use data for descriptive, causal and predictive inference. Data and Theories Big Data is Not About the Data! Measures of the Center of the Data Measures of the Location of the Data Measures of the Spread of the Data...
Complete linear algebra: theory and implementation in code
by Mike X Cohen- 4.8
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33.5 hours on-demand video
Improve your coding skills! You do need to have a little bit of coding experience for this course (I do not teach elementary Python or MATLAB), but you will definitely improve your scientific and data analysis programming skills in this course. Understand data compression and dimension-reduction (PCA, SVD, eigendecomposition)....
$13.99
The Risk Management Certification Program (PMI-RMP) (PMBOK6)
by Sorin Dumitrascu- 4.2
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6 hours on-demand video
And how to use several techniques, such as Data Analysis methods, like SWOT Analysis, and Assumption, and Constraint Analysis, to help you develop an effective risk register. Identify activities that should be part of a document analysis to identify project risks Categorize items that would be used to perform a SWOT analysis...
$13.99
Foundations of Sports Analytics: Data, Representation, and Models in Sports
by Wenche Wang , Stefan Szymanski- 4.5
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Approx. 49 hours to complete
This course does not simply explain methods and techniques, it enables the learner to apply them to sports datasets of interest so that they can generate their own results, rather than relying on the data processing performed by others. Regression Analysis - Intro to Cricket Data Using regression analysis - an example with NBA data...
Python Data Science with Pandas: Master 12 Advanced Projects
by Alexander Hagmann- 4.3
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15.5 hours on-demand video
Welcome to the first advanced and project-based Pandas Data Science Course! Import (complex and nested) Data from SQL Databases. Store (complex and nested) Data in JSON files. Store (complex and nested) Data in SQL Databases. Explanatory Data Analysis and Data Presentation with advanced Visualization Tools (advanced Matplotlib & Seaborn). Explanatory Data Analysis with large real-world Datasets...
$14.99
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Stochastic Processes: Data Analysis and Computer Simulation
by Ryoichi Yamamoto , John J. Molina- 0.0
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6 Weeks
This course is an introduction to stochastic processes through numerical simulations, with a focus on the proper data analysis needed to interpret the results. At the end of the course, we will analyze the dynamical data of more complicated systems, such as financial markets or meteorological data, using the basic theory of stochastic processes. Application: analysis of financial data...
$49
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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Approx. 33 hours to complete
Detailed analysis of text data requires understanding of natural language text, which is known to be a difficult task for computers. However, a number of statistical approaches have been shown to work well for the "shallow" but robust analysis of text data for pattern finding and knowledge discovery. 8 Text Categorization: Methods...
Logistic Regression in R for Public Health
by Alex Bottle- 4.8
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Approx. 12 hours to complete
Well, there are some particular considerations for every data set, and public health data sets have particular features that need special attention. Run simple and multiple logistic regression analysis in R and interpret the output Describe a data set from scratch using descriptive statistics and simple graphical methods as a first step for advanced analysis using R software...
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