Search result for Exploratory data analysis methods Online Courses & Certifications
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Genomic Data Science Capstone
by Jeff Leek, PhD , Kasper Daniel Hansen, PhD- 4.5
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Approx. 12 hours to complete
You'll work with a real data set to perform analyses and prepare a report of your findings. Getting the data from SRA Exploratory Analysis Statistical Analysis Gene Set Analysis Describe Your Analysis...
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). Implement several types of causal inference methods (e. Analyzing data after matching Data analysis project - analyze data in R using propensity score matching Data analysis project - carry out an IPTW causal analysis...
Advanced Statistical Inference and Modelling Using R
by Elena Moltchanova- 0.0
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6 Weeks
Advanced Statistical Inference and Modelling Using R is part two of the Statistical Analysis in R professional certificate. Exploratory data analysis and data visualisation using R. Multivariate analysis using Generalised Linear Models (GLMs): Basics of power analysis (sample size evaluation) and some thoughts on experimental design and missing data....
$249
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 [Prep] Download Initial Data Files...
Python & R Programming
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 0.0
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25 hours on-demand video
R is mainly used when the data analysis task requires standalone computing or analysis on individual servers. It’s great for exploratory work, and it's handy for almost any type of data analysis because of the huge number of packages and readily usable tests that often provide you with the necessary tools to get up and running quickly....
$12.99
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
Qualitative Research Methods: Data Coding and Analysis
by Susan Silbey , Meghan Perdue- 0.0
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4 Weeks
You may have encountered other forms of data analysis in your studies and training. How to organize qualitative data for analysis How to create and use a codebook to code your data How to analyze qualitative data...
$79
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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
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. Implement recursive methods that operate on linear data structures...
$149
Introduction to Data, Signal, and Image Analysis with MATLAB
by Jack Noble- 4.7
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Approx. 23 hours to complete
Welcome to Introduction to Data, Signal, and Image Analysis with MATLAB! Data analysis in MATLAB Statistical Data Analysis Learners will gain experience with methods for data visualization, including high dimensional datasets in MATLAB Learners will apply machine learning methods for data classification and prediction in MATLAB Learners will learn essential signal frequency analysis and image processing methods in MATLAB...
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