Advanced Certificate in Math & Data Science with MATLAB
-- ViewingNowThe Advanced Certificate in Math & Data Science with MATLAB is a comprehensive course designed for professionals seeking to enhance their skills in mathematical modeling, data analysis, and visualization using MATLAB. In today's data-driven world, there is a high demand for professionals who can analyze and interpret complex data sets to make informed decisions.
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โข Advanced Mathematical Modeling: This unit covers the development and analysis of complex mathematical models, focusing on the use of MATLAB as a primary tool.
โข Data Analysis with MATLAB: Students will learn how to use MATLAB for data analysis, including data cleaning, visualization, and statistical analysis.
โข Machine Learning Algorithms in MATLAB: This unit covers various machine learning algorithms, including regression, classification, and clustering, implemented in MATLAB.
โข Numerical Methods with MATLAB: Students will learn about numerical methods for solving complex mathematical problems, such as linear algebra, optimization, and differential equations, in MATLAB.
โข Image and Signal Processing in MATLAB: This unit covers the fundamentals of image and signal processing, including filtering, transforms, and feature extraction, in MATLAB.
โข Deep Learning with MATLAB: Students will learn about deep learning models, such as convolutional neural networks and recurrent neural networks, implemented in MATLAB.
โข Big Data Analytics with MATLAB: This unit covers the use of MATLAB for big data analytics, including distributed computing and parallel processing.
โข Advanced Optimization Techniques in MATLAB: Students will learn about advanced optimization techniques, such as genetic algorithms, simulated annealing, and particle swarm optimization, implemented in MATLAB.
โข Mathematical Modeling for Machine Learning: This unit covers the use of mathematical modeling for machine learning, including the use of MATLAB to create accurate and efficient models.
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