Search result for Data Analysis Online Courses & Certifications
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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
This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening potential hypotheses about the world that can be addressed by the data....
Business Applications of Hypothesis Testing and Confidence Interval Estimation
by Sharad Borle- 4.8
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Approx. 25 hours to complete
Confidence intervals and Hypothesis tests are very important tools in the Business Statistics toolbox. A mastery over these topics will help enhance your business decision making and allow you to understand and measure the extent of ‘risk’ or ‘uncertainty’ in various business processes. We first conceptually understand these tools and their business application....
Linear Regression and Modeling
by Mine Çetinkaya-Rundel- 4.7
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Approx. 10 hours to complete
This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? About Linear Regression and Modeling Introduction to Statistics with R...
Data Science in Real Life
by Brian Caffo, PhD , Jeff Leek, PhD , Roger D. Peng, PhD- 4.4
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Approx. 7 hours to complete
Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization was performed for the treatment of interest. The analytic plan was outlined prior to analysis and followed exactly. The conclusions were clear and actionable decisions were obvious....
Getting Started with SAS Visual Analytics
by Nicole Ball- 4.7
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Approx. 5 hours to complete
In this course, you learn more about SAS Visual Analytics and the SAS Viya platform, how to access and investigate data in SAS Visual Analytics, and how to prepare data for analysis using SAS Data Studio. Professional Certificate Overview Meet the Instructor & Certificate Overview Taking Courses in this Professional Certificate...
3D Data Visualization for Science Communication
by Kalina Borkiewicz , AJ Christensen- 0.0
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Approx. 32 hours to complete
This course is an introduction to 3D scientific data visualization, with an emphasis on science communication and cinematic design for appealing to broad audiences. You will develop visualization literacy, through being able to interpret/analyze (read) visualizations and create (write) your own visualizations. By the end of this course, you will: -Develop visualization literacy....
Managing Big Data in Clusters and Cloud Storage
by Ian Cook , Glynn Durham- 4.7
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Approx. 21 hours to complete
In this course, you'll learn how to manage big datasets, how to load them into clusters and cloud storage, and how to apply structure to the data so that you can run queries on it using distributed SQL engines like Apache Hive and Apache Impala. By the end of the course, you will be able to...
Linear Regression for Business Statistics
by Sharad Borle- 4.8
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Approx. 28 hours to complete
Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. Regression is the engine behind a multitude of data analytics applications used for many forms of forecasting and prediction. This is the fourth course in the specialization, "Business Statistics and Analysis". The course introduces you to the very important tool known as Linear Regression....
Introduction to People Analytics
by Ilya Breyman , Alexey Dolinskiy- 4.3
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Approx. 13 hours to complete
This course is designed to provide you with an understanding of the role of data and technology in human capital management. Every topic in the course will be covered in the most practical way so that learners get hands-on experience. You will learn ● to design individual and team development plans and measure its ROI for the organization...
Big Data Modeling and Management Systems
by Ilkay Altintas , Amarnath Gupta- 4.4
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Approx. 13 hours to complete
Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. Through guided hands-on tutorials, you will become familiar with techniques using real-time and semi-structured data examples....
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