Search result for Exploratory data analysis steps Online Courses & Certifications
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Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
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4 Weeks
This statistics and data analysis course introduces the underlying statistical and algorithmic principles required to develop scalable real-world machine learning pipelines. We present an integrated view of data processing by highlighting the various components of these pipelines, including exploratory data analysis, feature extraction, supervised learning, and model evaluation. Exploratory data analysis, feature extraction, supervised learning, and model evaluation...
$99
Introduction to Probability and Data with R
by Mine Çetinkaya-Rundel- 4.7
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Approx. 14 hours to complete
A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualization. Data Basics Introduction to Data Project Exploratory Data Analysis and Introduction to Inference Visualizing Numerical Data Transforming Data Exploratory Data Analysis and Introduction to Inference Project Data Analysis Project Example Data Analysis Project...
Introduction to Statistics
by Guenther Walther- 4.5
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Approx. 15 hours to complete
Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts. Analysis of Categorical Data Analysis of Categorical Data...
Marketing Analytics Capstone Project
by David Schweidel- 3.8
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Approx. 11 hours to complete
By the end of this capstone project, you will have conducted exploratory data analysis, examined pairwise relationships among different variables, and developed and tested a predictive model to solve a marketing analytics problem. Exploratory Analysis Meaningful Markting Insights - Excel Analysis of Motion Picture Industry Data Meaningful Marketing Insights - Steps in Constructing Histograms...
Launching into Machine Learning
by Google Cloud Training- 4.6
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Approx. 22 hours to complete
Starting from a history of machine learning, we discuss why neural networks today perform so well in a variety of data science problems. Improve Data Quality and Exploratory Data Analysis Improve Data Quality Lab Intro Improve Data Quality Exploratory Data Anlaysis Lab Intro Exploratory Data Analysis Practice Quiz on Exploratory Data Analysis...
Analyzing Data with R
by Gabriela de Queiroz , Tiffany Zhu , Yiwen Li- 0.0
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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
Introduction to Data Analytics
by Rav Ahuja- 4.8
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Approx. 11 hours to complete
You will learn the responsibilities of a Data Analyst and exactly what data analysis entails. Defining Data Analysis Data Analysis Identifying Data for Analysis Overview of Communicating and Sharing Data Analysis Findings Viewpoints: Storytelling in Data Analysis Career Opportunities and Data Analysis in Action Career Opportunities in Data Analysis The Many Paths to Data Analysis...
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Kaggle Masterclass - build a Data Science Portfolio
by Taimur Z.- 3.5
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2 hours on-demand video
Become a Kaggle Grandmaster, build a compelling Data Science portfolio, and take your career to the next level. This, one of a kind, Career-ready Masterclass is designed to help you gain hands-on and in-depth exposure to the domain of Data Science by adopting the learn by doing approach. Data Analysis Exploratory Data Analysis...
$9.99
Predictive Modeling and Analytics
by Dan Zhang- 3.6
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Approx. 11 hours to complete
Welcome to the second course in the Data Analytics for Business specialization! You will learn how to carry out exploratory data analysis to gain insights and prepare data for predictive modeling, an essential skill valued in the business. Exploratory Data Analysis and Visualizations Why Exploratory Data Analysis is Important Data Cleanup and Transformation...
Predictive Modeling and Machine Learning with MATLAB
by Heather Gorr , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Adam Filion , Erin Byrne , Sam Jones- 4.7
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Approx. 22 hours to complete
In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do. Data and Code Files Variables in the Taxi Data...
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