Exploratory Data Analysis with MATLAB
Practical Data Science with MATLAB,
In this course, you will learn to think like a data scientist and ask questions of your data. You will use interactive features in MATLAB to extract subsets of data and to compute statistics on groups of related data. You will learn to use MATLAB to automatically generate code so you can learn syntax as you explore. You will also use interactive documents, called live scripts, to capture the steps of your analysis, communicate the results, and provide interactive controls allowing others to experiment by selecting groups of data. These skills are valuable for those who have domain knowledge and some exposure to computational tools, but no programming background is required. To be successful in this course, you should have some knowledge of basic statistics (e.g., histograms, averages, standard deviation, curve fitting, interpolation). By the end of this course, you will be able to load data into MATLAB, prepare it for analysis, visualize it, perform basic computations, and communicate your results to others. In your last assignment, you will combine these skills to assess damages following a severe weather event and communicate a polished recommendation based on your analysis of the data. You will be able to visualize the location of these events on a geographic map and create sliding controls allowing you to quickly visualize how a phenomenon changes over time.
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Rating | 4.9★ based on 31 ratings |
---|---|
Length | 6 weeks |
Effort | 5 weeks of study, 4 hours/week |
Starts | Jul 3 (42 weeks ago) |
Cost | $49 |
From | MathWorks via Coursera |
Instructors | Maria Gavilan-Alfonso, Heather Gorr, Michael Reardon, Erin Byrne, Brandon Armstrong, Nikola Trica, Cris LaPierre, Adam Filion |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Engineering |
Tags | Data Science Data Analysis Physical Science And Engineering Electrical Engineering |
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What people are saying
data analysis
It is my first step for data analysis.
Complete to understand data analysis in MatLAB It's great course with very cool insights into data analysis and data science.
I'm waiting for course 2 This course give a basic understanding of Data analysis in Matlab.
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great course
Great course!
great course!
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
DATA PROCESSING AND DATA ENTRY $30k
Data 1 2 $50k
Data 2 $50k
Data Scientist - Big Data $68k
Data Scientist - Data Curation $92k
Data Analyst, Data Warehousing $93k
Data Analyst - Portfolio Data $93k
Data Scientist / Data Visualization $107k
Data Administrator / Data Modeler $108k
Data Integration Engineer| Data Warehouse $116k
Data Analyst/Data Modeler $116k
Data Architect Data Warehouse $167k
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Rating | 4.9★ based on 31 ratings |
---|---|
Length | 6 weeks |
Effort | 5 weeks of study, 4 hours/week |
Starts | Jul 3 (42 weeks ago) |
Cost | $49 |
From | MathWorks via Coursera |
Instructors | Maria Gavilan-Alfonso, Heather Gorr, Michael Reardon, Erin Byrne, Brandon Armstrong, Nikola Trica, Cris LaPierre, Adam Filion |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Engineering |
Tags | Data Science Data Analysis Physical Science And Engineering Electrical Engineering |
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