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.
Ce cours fait partie de la Spécialisation Practical Data Science with MATLAB
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Compétences que vous acquerrez
Data AnalysisData Visualization (DataViz)Matlab
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Cours 1 sur 4 dans le
Niveau débutant
Approx. 19 heures pour terminer
Anglais
Sous-titres : Arabe, Français, Portugais (européen), Italien, Vietnamien, Allemand, Russe, Anglais, Espagnol
Offert par
MathWorks
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Programme du cours : ce que vous apprendrez dans ce cours
3 heures pour terminer
Introduction to the Data Science Workflow
In this module you’ll learn about the key steps in a data science workflow and begin exploring a data set using a script provided for you. As you work with the file, take note of the different elements in the script. As you progress through the course, you’ll create a similar script yourself.
3 heures pour terminer
11 vidéos (Total 39 min), 4 lectures, 2 quiz
3 heures pour terminer
Importing Data
In this module you’ll import data into MATLAB, customize the import options, and generate code to automate the process. You’ll also work with different types of data, such as numeric, dates, and text.
3 heures pour terminer
8 vidéos (Total 20 min), 1 lecture, 2 quiz
2 heures pour terminer
Visualizing and Filtering Data
In this module you’ll create visualizations and learn how to customize figures. You’ll also filter your data to select only what is needed for your analysis. You’ll create new tables and save them to use in the future or share with others outside of MATLAB.
2 heures pour terminer
5 vidéos (Total 15 min)
7 heures pour terminer
Performing Calculations
In this module you’ll write small pieces of code to extend your analysis. You’ll calculate summary statistics on groups of data and determine if variables are correlated. You’ll extend your ability to filter data to defining conditions across multiple variables. You’ll also modify categorical data to remove, combine, or create new categories to use for defining groups.
7 heures pour terminer
11 vidéos (Total 41 min), 4 lectures, 11 quiz
Avis
Meilleurs avis pour EXPLORATORY DATA ANALYSIS WITH MATLAB
par PM31 janv. 2021
Very nice introduction to live scripts and Matlab data analysis. Would love to have seen some more teaching about fundamentals like matrix / data manipulation, indexing, value replacements etc.
par SP4 sept. 2020
Great introductory course for Data Science in Matlab! easy to follow content and you really can learn how to analyze data with Matlab if you don't have any experience on this field. Recommend!
par MI2 août 2020
Amazing Course !!!!!! Lot of practical skill is gained here !!! Thanks MathWorks !! The instructors were great! I wish one day I will join MathWorks and teach in this platform with them!!!
par DA24 août 2020
Awesome course, they really take their time to explain simple concepts before going to more advanced ones. Besides, the Matlab community is there to help you with any problems you may have.
À propos du Spécialisation Practical Data Science with MATLAB
Do you find yourself in an industry or field that increasingly uses data to answer questions? Are you working with an overwhelming amount of data and need to make sense of it? Do you want to avoid becoming a full-time software developer or statistician to do meaningful tasks with your data?
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