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BSMA1001foundation Level4 Credits● Live
Mathematics for Data Science I
Foundational concepts in functions, polynomials, limits, differential calculus, optimization, and coordinate geometry tailored for data science.
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Syllabus & Weekly Topics
Week 1: Sets, Relations & Functions
- Set operations, Cartesian products, and Venn diagrams
- Types of relations: Reflexive, Symmetric, Transitive
- Domain, Codomain, and Range of real-valued functions
Week 2: Polynomials & Quadratic Functions
- Roots, factorization, and synthetic division
- Graphing quadratic functions, vertex form, and extrema
- Solving polynomial inequalities and sign charts
Week 3: Differential Calculus & Optimization
- Limits of functions and continuity principles
- Derivatives, power rule, product rule, quotient rule
- Applications to maxima, minima, and rate of change problems