Professional Certificate in Math for Data Analysis with MATLAB
-- viewing nowThe Professional Certificate in Math for Data Analysis with MATLAB is a crucial course for professionals seeking to enhance their data analysis skills. This program covers essential mathematical concepts and their applications in data analysis, using MATLAB as the primary tool.
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Course Details
• Introduction to MATLAB: Fundamentals, data types, variables, basic operations
• Data Analysis in MATLAB: Importing, exporting, cleaning, transforming data
• Statistical Analysis: Descriptive statistics, probability distributions, hypothesis testing
• Linear Algebra: Matrices, determinants, vector spaces, eigenvalues & eigenvectors
• Regression Analysis: Simple & multiple linear regression, model evaluation
• Data Visualization: Plotting, charts, graphs, customization options
• Time Series Analysis: Autocorrelation, moving averages, ARIMA models
• Machine Learning: Classification, clustering, cross-validation, feature selection
• Optimization: Linear & nonlinear programming, gradient-based methods
• Big Data Analytics: Handling large datasets, distributed computing with MATLAB
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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