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Managing Data Analysis
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.6
Approx. 9 hours to complete
This one-week course describes the process of analyzing data and how to manage that process. This is a focused course designed to rapidly get you up to speed on the process of data analysis and how it can be managed. Integrate statistical findings to form coherent data analysis presentations Managing Data Analysis...
Performing Network, Path, and Text Analyses in SAS Visual Analytics
by Nicole Ball- 4.7
Approx. 4 hours to complete
Course Overview Network: Data Shape Demo: Creating a Network Analysis Data Source Uses for Network Analysis Practice: Analyzing a Network Analysis Data Source Demo: Analyzing a Path Analysis Data Source Practice: Analyzing a Path Analysis Data Source Demo: Analyzing a Text Analysis Data Source Practice: Analyzing a Text Analysis Data Source...
Statistics with R Capstone
by Merlise A Clyde , Colin Rundel , David Banks , Mine Çetinkaya-Rundel- 4.6
Approx. 6 hours to complete
The capstone project will be an analysis using R that answers a specific scientific/business question provided by the course team. Welcome to the Statistics with R Capstone course Introduction to the Capstone Course Exploratory Data Analysis (EDA) Final Data Analysis - Submission Final Data Analysis - Evaluation...
Data Analysis and Visualization
by Peter Baumgartner , Brittany O'Dea- 4.3
Approx. 11 hours to complete
By the end of this course, learners are provided a high-level overview of data analysis and visualization tools, and are prepared to discuss best practices and develop an ensuing action plan that addresses key discoveries. It begins with common hurdles that obstruct adoption of a data-driven culture before introducing data analysis tools (R software, Minitab, MATLAB, and Python)....
The Importance of Listening
by Randy Hlavac- 4.6
Approx. 9 hours to complete
In this second MOOC in the Social Marketing Specialization - "The Importance of Listening" - you will go deep into the Big Data of social and gain a more complete picture of what can be learned from interactions on social sites. Big Data Using Social Data Social Data Flows from a Single Source...
Data Analysis and Representation, Selection and Iteration
by Dr. Tim "Dr. T" Chamillard- 4.7
Approx. 11 hours to complete
This course is the second course in the specialization exploring both computational thinking and beginning C programming. Throughout this course you'll learn about data analysis and data representation, which are computational thinking techniques that help us understand what sets of data have to tell us. DATA ANALYSIS Data Analysis Topic Understanding Check Data Analysis Practice Quiz Data Analysis Graded Quiz...
Reproducible Research
by Roger D. Peng, PhD , Jeff Leek, PhD , Brian Caffo, PhD- 4.6
Approx. 8 hours to complete
This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. This course will focus on literate statistical analysis tools which allow one to publish data analyses in a single document that allows others to easily execute the same analysis to obtain the same results....
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Data Science Interview Prep
by Arpan Chakraborty , Jimmy Lafontaine Rivera- 0.0
Approx. 1 week
This course will help you prep Prepare for data science interviews by practicing data analysis, machine learning, and data structure and algorithms questions....
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Geospatial and Environmental Analysis
by Nick Santos- 4.8
Approx. 14 hours to complete
Apply your GIS knowledge in this course on geospatial analysis, focusing on analysis tools, 3D data, working with rasters, projections, and environment variables. Through all four weeks of this course, we'll work through a project together - something unique to this course - from project conception, through data retrieval, initial data management and processing, and finally to our analysis products....
Introduction to Probability and Data with R
by Mine Çetinkaya-Rundel- 4.7
Approx. 14 hours to complete
This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes' rule. A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualization. Exploratory Data Analysis and Introduction to Inference Exploratory Data Analysis and Introduction to Inference Project Data Analysis Project Example Data Analysis Project...