Certificate in Data Science with MATLAB: Next-Gen Skills
-- ViewingNowThe Certificate in Data Science with MATLAB: Next-Gen Skills course is a comprehensive program designed to equip learners with essential data science skills using MATLAB, a high-performance language for technical computing. This course is critical in today's data-driven world, where the demand for data science professionals continues to grow across industries.
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โข Introduction to Data Science · Overview of data science, its importance, and applications
โข MATLAB Basics · Data types, variables, arrays, loops, functions
โข Data Analysis with MATLAB · Importing, cleaning, transforming, visualizing data
โข Statistical Analysis in MATLAB · Descriptive statistics, probability distributions, hypothesis testing
โข Machine Learning with MATLAB · Supervised, unsupervised, and reinforcement learning, model evaluation
โข Deep Learning using MATLAB · Neural networks, convolutional neural networks, recurrent neural networks
โข Big Data Analytics with MATLAB · Distributed computing, parallel computing, handling large datasets
โข Data Visualization in MATLAB · Plotting, charting, and creating custom visualizations
โข Best Practices for Data Science in MATLAB · Code optimization, version control, collaboration
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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