Search result for Data Analysis Online Courses & Certifications
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Data Science Capstone
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
Approx. 6 hours to complete
The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Task 1 - Getting and cleaning the data Exploratory Data Analysis and Modeling Introduction to Task 2: Exploratory Data Analysis Task 2 - Exploratory Data Analysis Apply your exploratory data analysis skills...
Exploratory Data Analysis
by Roger D. Peng, PhD , Jeff Leek, PhD , Brian Caffo, PhD- 4.7
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...
Forensic Accounting and Fraud Examination
by Dr. Richard Riley, Ph.D , Dr. Richard Dull, Ph.D , John Gill, J.D., CFE- 4.7
Approx. 7 hours to complete
Using Data and Technology for Fraud Detection and Investigation Data Analysis Tools Benford Analysis Availability of Data and Text Analysis...
Inclusive Analytic Techniques
by Sarah Kaplan , Brian Silverman , Chanel Grenaway , Karen Sihra, PhD- 4.8
Approx. 8 hours to complete
Ethical and legal considerations in inclusive data collection First Nations Principles of Ownership, Control, Access, and Possession of Data (OCAP) Quantitative data analysis through a gender lens: probability Quantitative data analysis through a gender lens: data and interpretation Learn quantitative & qualitative research and analysis techniques; explore how to integrate insights from both types of data to generate insight....
Data Visualization with Tableau Project
by Suk S. Brar, M.B.A. , Hunter Whitney- 4.6
Approx. 12 hours to complete
In this project-based course, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared on Tableau Public. Examples of Multi-Frame Data Stories Milestone 2: Importing and Prepping the Data Preparing Your Data for Import Assess the quality of the data and perform exploratory analysis...
Population Health: Responsible Data Analysis
by Mar Rodriguez Girondo , Jelle Goeman , Saskia le Cessie- 4.6
Approx. 21 hours to complete
In this course, we will discuss data analysis from a responsible perspective, which will help you to extract useful information from data and enlarge your knowledge about specific aspects of interest of the population. Welcome to Responsible Data Analysis Population health: Responsible Data Analysis Initial data analysis Case study: Initial data analysis in practice...
Apache Spark (TM) SQL for Data Analysts
by Kate Sullivan- 4.6
Approx. 14 hours to complete
Apache Spark is one of the most widely used technologies in big data analytics. You will also learn how to work with Delta Lake, a highly performant, open-source storage layer that brings reliability to data lakes. Common struggles with big data Big Data Needs Exploratory Data Analysis lab introduction Your turn! Exploratory Data Analysis lab 3 Exploratory Data Analysis Quiz...
Data Analytics for Lean Six Sigma
by Inez ZwetslootTop Instructor- 4.8
Approx. 11 hours to complete
Welcome to this course on Data Analytics for Lean Six Sigma. In this course you will learn data analytics techniques that are typically useful within Lean Six Sigma improvement projects. Data and Lean Six Sigma Introduction to Data Analytics for Lean Six Sigma M1-V2 Data and DMAIC M4-V1 Introduction to data analysis...
Big Data, Genes, and Medicine
by Isabelle Bichindaritz- 4.2
Approx. 40 hours to complete
We’ll investigate the different steps required to master Big Data analytics on real datasets, including Next Generation Sequencing data, in a healthcare and biological context, from preparing data for analysis to completing the analysis, interpreting the results, visualizing them, and sharing the results. Working with cBioPortal - Genetic Data Analysis Clustering and Pathway Analysis...
Big Data Analytics in Healthcare
by Jimeng Sun , David Joyner- 0.0
Approx. 0
In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems for big data analytics. lesson 1 Big Data Predictive Modeling Dimensionality Reduction & Tensor Factorization Graph Analysis lesson 2 Healthcare Computational Phenotyping Patient Similarity Metrics Medical Ontology lesson 3 Technologies MapReduce Spark Hadoop...
Free