Search result for Definition of data analysis method Online Courses & Certifications
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High-Dimensional Data Analysis
by Rafael Irizarry , Michael Love- 0.0
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4 Weeks
A focus on several techniques that are widely used in the analysis of high-dimensional data. We start by learning the mathematical definition of distance and use this to motivate the use of the singular value decomposition (SVD) for dimension reduction of high-dimensional data sets, and multi-dimensional scaling and its connection to principle component analysis....
$149
Statistical Thinking for Industrial Problem Solving, presented by JMP
by Mia Stephens , Ledi Trutna- 4.8
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Approx. 44 hours to complete
By completing this course, students will understand the importance of statistical thinking, and will be able to use data and basic statistical methods to solve many real-world problems. • Describe the importance of data, and the steps needed to compile and prepare data for analysis Summary of Exploratory Data Analysis Tools...
Measurement – Turning Concepts into Data
by Jennifer Bachner, PhD- 4.8
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Approx. 11 hours to complete
Consider the many tricky concepts that are often of interest to analysts, such as health, educational attainment and trust in government. Fundamentals of Measurement Levels of Measurement Unit of Analysis Levels of Measurement Frequency, Frequency Tables, and Levels of Measurement Unit of Analysis Unit of Analysis and Unit of Observation Unit of Analysis Practice Problems...
Introduction to Formal Concept Analysis
by Sergei Obiedkov- 4.8
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Approx. 26 hours to complete
FCA can help in processing a wide class of data types providing a framework in which various data analysis and knowledge acquisition techniques can be formulated. Upon completion of the course, the students will be able to use the mathematical techniques and computational tools of formal concept analysis in their own research projects involving data processing....
Natural Language Processing with Python and NLTK
by Dr. Ali Feizollah- 3.8
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3 hours on-demand video
Learn how to pre-process your text data and build topic modeling, text summarization and sentiment analysis applications Pre-processing your text data before feeding it to an algorithm is a crucial part of NLP. Sentiment analysis in Python is a very popular application that can be used on variety of text data....
$12.99
Predictive Modeling with Logistic Regression using SAS
by Michael J Patetta- 4.5
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Approx. 17 hours to complete
This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. Set Up Data for This Course (REQUIRED) Practice: Collapsing the Levels of a Nominal Input Effects of Oversampled Data on Performance Measures...
Capstone: Analyzing (Social) Network Data
by Christine Alvarado , Mia Minnes , Leo Porter- 4.7
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Approx. 18 hours to complete
In this capstone project we’ll combine all of the skills from all four specialization courses to do something really fun: analyze social networks! Who are the “influential” members of the network? Introduction to (some) social network data Representing social network data as a graph By the end of this capstone, you will be able to ....
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Basics of Statistical Inference and Modelling Using R
by Elena Moltchanova- 0.0
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6 Weeks
Basics of Statistical Inference and Modelling Using R is part one of the Statistical Analysis in R professional certificate. Standard tests: t-test, the test of binomial proportions, Chi-squared test. Exploratory data analysis and data visualisation using R. Analysis of Variance (ANOVA) and post-hoc tests using R. Multivariate analysis using linear regression and analysis of variance with covariates (ANCOVA)....
$249
Qualitative Data Analysis using MAXQDA: Scratch to Advanced
by Scholarsight Learning- 4
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4 hours on-demand video
Welcome to Qualitative Data Analysis using MAXQDA. So if you have been trying to learn qualitative analysis but you felt lost in philosophical discourses and complex terminologies of your books and course material then this course is for you. You are looking to enrich yourself data analysis skills by mastering both qualitative and quantitative methods....
$13.99
Getting Started with Data Analytics on AWS
by Rafael Lopes- 0.0
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1 Weeks
Start off with an overview of different types of data analysis techniques (descriptive, diagnostic, predictive and prescriptive) before diving deeper into descriptive analysis. Examples of common data analysis scenarios and benefits of doing analytics in the cloud will be discussed. Understand at a very high level different aspects of data analytics – such as ingestion, cleaning, processing, querying, visualization...
$49
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