Search result for Example of data analysis Online Courses & Certifications
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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. Types of Data Science Questions Descriptive and Exploratory Data Analysis Example of Continuous Variable Prediction Example of Categorical Variable Prediction Describe different types of data analytic questions Conduct hypothesis tests of your data...
Evaluating Designs with Users
by Mark Newman- 4.8
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Approx. 8 hours to complete
This course is part of the User Experience (UX) Research and Design specialization offered on Coursera. Understand how to run an effective user test to get the most information possible out of each encounter Types of Tests Getting More Out of User Testing Interview Data Analysis and Reporting Analysis and Reporting Example User Test...
Exploratory Data Analysis
by Roger D. Peng, PhD , Jeff Leek, PhD , Brian Caffo, PhD- 4.7
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Approx. 55 hours to complete
We will cover in detail the plotting systems in R as well as some of the basic principles of constructing data graphics. Welcome to Exploratory Data Analysis Exploratory Data Analysis with R Book The Art of Data Science Make graphical displays of very high dimensional data Apply cluster analysis techniques to locate patterns in data...
Finance for Non-Financial Managers
by Thomas Smith- 4.4
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Approx. 12 hours to complete
Over the course of the program window, you will work your way through a series of nine modules that move from understanding basic financial principles to applying financial analysis and ratios to drive decisions. Overview of Financial Statements Common Sizing and the Manipulation of Financial Documents – Part 1 Investment Decision Rules - Average Accounting Rate of Return Example...
Artificial Intelligence for Trading
by Cindy Lin , Arpan Chakraborty , Elizabeth Otto Hamel , Eddy Shyu , Brok Bucholtz , Parnian Barekatain , Juan Delgado , Luis Serrano , Cezanne Camacho , Mat Leonard- 0.0
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6 Months
Data-driven traders are now responsible for more than 30% of all US stock trades by investors (or about $1 trillion USD worth of investments, up from 14% in 2013). Learn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Learn quantitative analysis basics, and work on real-world projects from trading strategies to portfolio optimization....
Random Models, Nested and Split-plot Designs
by Douglas C. Montgomery- 4.6
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Approx. 9 hours to complete
A well-know situation is the study of measurement systems to determine their capability. This course presents the design and analysis of these types of experiments, including modern methods for estimating the components of variability in these systems. Measurement System Study Example Variations of the Nested Design Tensile Strength of Paper Example The Analysis of Covariance...
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
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Approx. 30 hours to complete
This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics. It builds on the course Bayesian Statistics: From Concept to Data Analysis, which introduces Bayesian methods through use of simple conjugate models. Completion of this course will give you access to a wide range of Bayesian analytical tools, customizable to your data....
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Evaluating User Interfaces
by Loren Terveen , Haiyi Zhu , Lana Yarosh , Dr. Brent Hecht , Joseph A Konstan- 4.7
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Approx. 12 hours to complete
Then we move on to user testing, including learning from a series of usability tests carried out in a real usability lab, and techniques to carry out your own tests even without a lab. Case Example: Action Analysis Assignment Video: Action Analysis Assignment Informal Action Analysis Assignment Usability Lab Example 1 - User 1...
Data Manipulation at Scale: Systems and Algorithms
by Bill Howe- 4.3
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Approx. 20 hours to complete
Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we are drowning in it. The abstractions that emerged in the last decade blend ideas from parallel databases, distributed systems, and programming languages to create a new class of scalable data analytics platforms that form the foundation for data science at realistic scales....
Big data and Language 2
by Seonmin Park- 0.0
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Approx. 5 hours to complete
In this course, students will understand characteristics of language through big data. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. Analysis Tools I – BNC Analysis Tools II – COCA, ANTCONC & TagAnt Considerations of Big Data and Language Limitations of Big Data Future directions of Big Data...
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