Search result for Exploratory data analysis example Online Courses & Certifications
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A Crash Course in Causality: Inferring Causal Effects from Observational Data
by Jason A. Roy, Ph.D.- 4.7
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Approx. 18 hours to complete
Learners will have the opportunity to apply these methods to example data in R (free statistical software environment). Analyzing data after matching Data example in R Data analysis project - analyze data in R using propensity score matching Data example in R Data analysis project - carry out an IPTW causal analysis...
Qualitative Data Analysis with MAXQDA Software
by Karen Andes, PhD- 4.6
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Approx. 16 hours to complete
This course will introduce you to MAXQDA software for easier data analysis during the qualitative research process. You'll explore how to do memos, variables, segmentation, coding, and data reduction techniques all in this course! Introduction to Qualitative Data Analysis [Handouts] Tools & Processes of Data Analysis Example of Visual Representations of Data...
Data Science with Python 3.x
by Packt Publishing- 3.9
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13.5 hours on-demand video
Gain useful insights from data by performing popular data science techniques using Python libraries You will begin with performing data analysis on real-world datasets. You will then work on large datasets and perform exploratory data analysis to investigate the dataset and to come up with the findings from it. Finally, you will perform data visualization using Python and Matplotlib 3....
$9.99
Python Machine Learning : Learn Handson™
by Handson ™- 4.7
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7.5 hours on-demand video
Linear Algebra, Exploratory Data Analysis, Linear Regression, Various Classification techniques, Clustering, Dimensionality reduction and Artificial Neural Networks. Machine Learning, Deep Learning, AI and Data Science Basic Concepts Python package “Numpy” for numerical computation, Python package “Matplotlib” for visualization and plotting, Python package “pandas” for data analysis Data Visualization in Python with MatPlotLib and Seaborn...
$12.99
Machine Learning for Data Analysis
by Jen Rose , Lisa Dierker- 4.2
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Approx. 10 hours to complete
Course Data Sets Uploading Your Own Data to SAS Data Set for Decision Tree Videos (tree_addhealth. Assignment Example Assignment Example Data Management for Lasso Regression in Python Assignment Example K-Means Cluster Analysis Running a k-Means Cluster Analysis in SAS, pt. Running a k-Means Cluster Analysis in SAS, pt. Running a k-Means Cluster Analysis in Python, pt....
Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues
by Mary Hudachek-Buswell- 0.0
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5 Weeks
Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Harnessing the power of recursion to move through these data structures is necessary. As the size changes in your data structures, it becomes important to examine amortized analysis of the operations. All modules include an Exploratory Lab that incorporates a Visualization Tool specifically designed for this course....
$149
Visualizing 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. 17 hours to complete
Data visualization is a critical part of any data science project. Similarly, once you’ve completed your analysis and are ready to present your findings, data visualizations are a highly effective way to communicate your results to others. Example Dataset: diamonds Getting the Data in Order Exploratory Data Analysis (EDA) Exploratory Data Analysis (EDA)...
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Geospatial Analysis Project
by Nick Santos- 4.8
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Approx. 62 hours to complete
In this project-based course, you will design and execute a complete GIS-based analysis – from identifying a concept, question or issue you wish to develop, all the way to final data products and maps that you can add to your portfolio. Extra Practice: Data Analysis Milestone 3: Data Analysis Data Analysis Overview...
Financial Engineering and Artificial Intelligence in Python
by Lazy Programmer Team- 4.7
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20 hours on-demand video
Exploratory data analysis, significance testing, correlations, alpha and beta As the author of ~30 courses in machine learning, deep learning, data science, and artificial intelligence, I couldn't help but wander into the vast and complex world of financial engineering. Time series analysis Exploratory data analysis...
$199.99
Data Science Project: MATLAB for the Real World
by Michael Reardon , Brandon Armstrong , Erin Byrne , Adam Filion , Heather Gorr , Maria Gavilan-Alfonso , Matt Rich , Isaac Bruss- 4.8
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Approx. 13 hours to complete
Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. Data and Code Files Tasks for Exploring and Cleaning the Taxi Data Exploring the Taxi Data by Region...
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