Search result for Exploratory data analysis process Online Courses & Certifications
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Exploratory Data Analysis with MATLAB
by Erin Byrne , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Nikola Trica , Cris LaPierre , Adam Filion , Heather Gorr- 4.8
Approx. 19 hours to complete
In this course, you will learn to think like a data scientist and ask questions of your data. Introduction to the Data Science Workflow Practical Data Science with MATLAB Overview of Exploratory Data Analysis with MATLAB Quiz 4: Exploratory Data Analysis Summary of Exploratory Data Analysis with MATLAB Covid-19 Data Analysis Challenge...
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 3: Exploratory Analysis Milestone 3: Exploratory Analysis and Dashboard Submission Assess the quality of the data and perform exploratory analysis...
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...
Analyzing Data with R
by Gabriela de Queiroz , Tiffany Zhu , Yiwen Li- 0.0
6 Weeks
R is the key that opens the door between the problems you want to solve with data and the answers you need. Prepare data for analysis by handling missing values, formatting and normalizing data, binning, and turning categorical values into numeric values. Conduct exploratory data analysis using descriptive statistics, data grouping, analysis of variance (ANOVA), and correlation statistics....
$99
AI Workflow: Data Analysis and Hypothesis Testing
by Mark J Grover , Ray Lopez, Ph.D.- 4.2
Approx. 11 hours to complete
In this course you will begin your work for a hypothetical streaming media company by doing exploratory data analysis (EDA). List several best practices concerning EDA and data visualization Describe strategies for dealing with missing data Data Analysis Introduction to Data Visualizations Why is Exploratory Data Analysis Necessary? Data Analysis Module Quiz...
Data Processing and Feature Engineering with MATLAB
by Adam Filion , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Heather Gorr , Erin Byrne , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Cris LaPierre- 4.7
Approx. 18 hours to complete
In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling. To be successful in this course, you should have some background in basic statistics (histograms, averages, standard deviation, curve fitting, interpolation) and have completed Exploratory Data Analysis with MATLAB....
Data Analysis with Python
by Joseph Santarcangelo- 4.7
Approx. 13 hours to complete
Learn how to analyze data using Python. Data Analysis with Python will be delivered through lecture, lab, and assignments. Data Analysis libraries: will learn to use Pandas, Numpy and Scipy libraries to work with a sample dataset. Understanding the Data Exploratory Data Analysis Exploratory Data Analysis Graded Quiz: Exploratory Data Analysis...
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Wrangling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 4.8
Approx. 14 hours to complete
This course covers many of the critical details about handling tidy and non-tidy data in R such as converting from wide to long formats, manipulating tables with the dplyr package, understanding different R data types, processing text data with regular expressions, and conducting basic exploratory data analyses. Exploratory Data Analysis Exploratory Data Analysis C​onduct basic exploratory data analysis...
Exploratory Data Analysis for Machine Learning
by Mark J Grover , Miguel Maldonado- 4.6
Approx. 8 hours to complete
You will learn common techniques to retrieve your data, clean it, apply feature engineering, and have it ready for preliminary analysis and hypothesis testing. This course targets aspiring data scientists interested in acquiring hands-on experience with Machine Learning and Artificial Intelligence in a business setting. Retrieving Data, Exploratory Data Analysis, and Feature Engineering Exploratory Data Analysis Lab (Activity)...
Market Segmentation Analysis
by Sara Dolnicar , Bettina Grün , Friedrich Leisch- 0.0
5 Weeks
Learn the ten-step process to data-driven market segmentation analysis - developing skills that will enable you to meet customers' needs and gain competitive advantage. This course guides you through the entire process of market segmentation analysis and offers a ten-step process that makes customer segmentation efficient and organised. The ten steps of a market segmentation analysis and each one's purpose....
$99