Search result for Exploratory data analysis steps Online Courses & Certifications
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Advanced Business Analytics Capstone
by Manuel Laguna , Dan Zhang , David Torgerson- 4.3
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Approx. 19 hours to complete
The capstone project will take you from data to analysis and models, and ultimately to presentation of insights. You will go through all typical steps of a data analytics project, including data understanding and cleanup, data analysis, and presentation of analytical results. Module 1 - Understand the data and prepare your data for analysis...
Importing Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 4.6
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Approx. 15 hours to complete
Getting data into your statistical analysis system can be one of the most challenging parts of any data science project. Data must be imported and harmonized into a coherent format before any insights can be obtained. You will learn how to get data into R from commonly used formats and harmonizing different kinds of datasets from different sources....
Practical Machine Learning
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
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Approx. 9 hours to complete
One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. The course will cover the complete process of building prediction functions including data collection, feature creation, algorithms, and evaluation. Relative importance of steps What data should you use? Data slicing Preprocessing with principal components analysis...
Hands-on HR Analytics Course : Employee Satisfaction using R
by Unlock HR- 4.2
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3.5 hours on-demand video
A hands-on project to identify Critical Employee Satisfaction Attributes using Factor Analysis in R In this course you will learn to use a dimension reduction technique known as Exploratory Factor Analysis to address an important HR issue “Employee Satisfaction” End-to-end Statistical project on Employee Satisfaction Using Factor Analysis in R...
$9.99
How to analyze Qualitative data
by Dr Jaroslaw Kriukow- 4.6
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3.5 hours on-demand video
"Thanks to this course, I became aware of the main concepts, stages and steps involved in the analysis of qualitative data. Too often qualitative data analysis is equated with simply coding it. As I will show you in this course, however, data analysis starts way before coding, and finishes way after the coding is done....
$11.99
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 Describe different types of data analytic questions Conduct hypothesis tests of your data Apply machine learning workflows to detect complex patterns in your data...
Data Visualization and Dashboards with Excel and Cognos
by Sandip Saha Joy , Kevin McFaul , Steve Ryan- 4.7
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Approx. 10 hours to complete
This course covers some of the first steps in the development of data visualizations using spreadsheets and dashboards. You will gain the ability to effectively create data visualizations, such as charts or graphs, and will begin to see how they play a key role in communicating your data analysis findings. Visualizing Data Using Spreadsheets...
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Complete Machine Learning with R Studio - ML for 2021
by Start-Tech Academy- 4.5
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13 hours on-demand video
before running analysis it is very important that you have the right data and do some pre-processing on it. As managers in Global Analytics Consulting firm, we have helped businesses solve their business problem using machine learning techniques using R, Python, and we have used our experience to include the practical aspects of data analysis in this course....
$14.99
12 Easy Steps ✔ to the Python Data Analysis, Beginners Guide
by Paulius Petravicius- 4.5
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2.5 hours on-demand video
They include tools that allow you to pull in powerful functionality like complex data analysis ✔, machine learning ✔ and visualisations ✔ into your programs. It is crazy, what obscure data analysis problems I was able to solve using their assistants ✔. If you want to be great at data analysis pandas is what you need....
$9.99
Business Analytics for Data-Driven Decision Making
by John W. Byers , Chris Dellarocas- 0.0
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8 Weeks
Having a solid grasp of the end-to-end process of making effective decisions with data will give you an edge, both in performing such analyses yourself, as well as in effectively managing teams of business analysts and data scientists. The course provides steps for installing such an environment....
$399
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