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Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB

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9.8/10 (Our Score)
Product is rated as #1 in category 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 …

Instructor Details

Brandon Armstrong is a Senior Online Content Developer at MathWorks. He earned a Ph.D. in physics from the University of California at Santa Barbara in 2010. His research in magnetic resonance has been cited over 600 times and he is co-inventor on 4 patents. Brandon used MATLAB for simulation, data acquisition, and data analysis during his research tenure. In his spare time he enjoys analyzing baseball data looking for hope for his beloved Chicago Cubs.

Specification: Exploratory Data Analysis with MATLAB

Duration

26 hours

Year

2019

Level

Beginner

Certificate

Yes

Quizzes

Yes

33 reviews for Exploratory Data Analysis with MATLAB

4.9 out of 5
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  1. GM F B M

    Good

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  2. Musalula S

    Excellent course

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  3. MAHAMMAD S A

    Excellent job is done by the Mathworks team, to the point and much–needed course of the hour. Visuals were great, the pace was wonderful and the course content was intuitive and great to learn. Assignments were great too, enjoyed doing them.

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  4. Barath N N

    Great course!

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  5. Venkata S N A

    The course is basic. Good for the students.

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  6. Soji E

    This course demystifies MATLAB completely. The readings, videos and practicals are well organized and excellently presented. The use of real life event data makes the learning interesting. I was able to immediately apply the knowledge to my work mid way into the course.

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  7. Wayne M

    This course is an excellent introduction to the immense power and functionality that modern Matlab offers. The content is interesting, the instructors are engaged and extremely responsive and have put an immense amount of work into what is a very high quality course. I can see this selling a lot of copies of Matlab. Well done.

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  8. Stefano G

    A course for absolute beginners. It covers most important key concepts in EDA. The table data structure for heterogeneous data play a central role. Many visualisations are introduced as well as the concept of internal and user defined functions. Non trivial examples with real world data.

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  9. Karthik J

    This course give a basic understanding of Data analysis in Matlab. Course is very fundamental and beneficial for beginners.

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  10. S V R K V

    Very detailed and gets me rolling with Data Science using Matlab!!

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  11. Fran V

    A great course. I’m very satisfied. The course allow me use Matlab in ways that will be very helpful to my work. I’m waiting for course 2

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  12. Luis H S

    The explanations are clear. It has good quality content. More than teaching how to do it, it explains why to do it. One very important thing: what’s requested in the assignments (homeworks) is apposite to what’s explained in the lectures.

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  13. yashar k s

    G

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  14. Deepesh R

    Overall I like the structure of this course.

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  15. Moez B

    Excellent, well–organized course with great instructors and lectures. I enjoyed the peer–reviewed project.

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  16. Chang–En, W

    Practicing part is more valuable than lecture videos in my opinion. Probably because it is just the first course of the specialization.

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  17. Ahmad A

    This course has really enhanced my knowledge on data analytics using MATLAB. Being from engineering background, I have acquired a new skill of how to interpret data and how can you extract information from data. This course would support me to achieve my academic and professional goals.

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  18. shanmuga r

    The course content is excellent.The content videos were very efficiently made.The difficulty level is appropriate for a beginner.I started making my hand dirty with Matlab.By doing this now I have gained a very valuable skill in exploring and analyzing data.

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  19. Sunil K G

    Well framed Course to start with the basics of Data Analysis using MATLAB. It was nice experience of enriching my knowledge in this domain. Course Instructors are highly professional and are precise & to the point as far teaching methodology is concerned. The examples presented by them were self sufficient to clear all the doubts and ambiguities related to the concept. I just loved this course. Hope to enjoy the next courses with the same tune. Thanks Coursera and a Big Thanks to Mathworks! Cheers!

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  20. Nina P

    This course was perfect for gaining knowledge and practical skills

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  21. M M C

    excellent

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  22. Ignacio R M

    Amazing course. Well explained and including license rights

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  23. Douglas N

    Aprendi muito nesse curso! estou ansioso pelo o que me espera nos cursos 2, 3 e 4!

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  24. Shreyas K B

    great course! cant wait for the next one!

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  25. Mohammad S H

    Much more helpful on the journey to be a Data Scientist

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  26. Mady B S

    Super!

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  27. John N D

    Good course. Little things to modify or improve, but even that it has been beyond expectations.

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  28. konrad.russa

    It’s great course with very cool insights into data analysis and data science. Thank you!

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  29. Cristian M

    Great course! Complete to understand data analysis in MatLAB

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  30. Ishan S

    Fantastic course!

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  31. Himani A

    The best course to analyze the data

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  32. Georgios D

    This course describes in detail how data should be analyzed and interpreted in such a way, so that you can gain useful insights about various types of phenomena. Looking forward to start the next course of the specialization and advance my skills in MATLAB.

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  33. Michael O

    Good coverage of basics using MATLAB (I have experience with same tasks in R )

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