Global Certificate in Math Coding for Maximum Impact
-- ViewingNowThe Global Certificate in Math Coding for Maximum Impact course is a comprehensive program designed to empower learners with essential math coding skills for career advancement. This course is crucial in today's data-driven world, where the demand for professionals with a strong foundation in math and coding continues to grow.
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โข Introduction to Math Coding: Basics of coding, understanding variables, data types, and operators.
โข Python for Math Coding: Overview and installation, learning syntax, data structures, and libraries.
โข Mathematical Functions and Algorithms: Implementing basic mathematical functions, understanding algorithms and their optimization.
โข Data Analysis and Statistics: Probability distributions, descriptive and inferential statistics, and data visualization using libraries.
โข Linear Algebra and Geometry: Matrices, vectors, vector spaces, transformations, and applications.
โข Calculus and Optimization: Limits, derivatives, integrals, and solving optimization problems using numerical methods.
โข Discrete Mathematics and Graph Theory: Set theory, logic, relations, functions, and graph algorithms.
โข Machine Learning Algorithms: Supervised and unsupervised learning, regression, classification, clustering, and neural networks.
โข Final Project: Students will apply their knowledge and skills to a real-world project.
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