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Maths for Machine Learning
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Module 1
Foundations of Algebra and Functions
1
Algebraic Manipulation of Polynomials and Rational Functions
Manipulate algebraic expressions involving polynomials and rational functions.
2
Solving Systems of Linear Equations
Solve systems of linear equations using substitution and elimination.
3
Set Notation and Operations
Represent and manipulate sets using set notation and basic set operations.
4
Simplifying Expressions with Logarithms and Exponentials
Apply properties of logarithms and exponentials to simplify expressions.
5
Summation and Product Notation
Use summation and product notation to express and manipulate series.
6
Composing and Inverting Functions
Compute function compositions and inverses.
7
Limit Laws for Functions
Compute limits of functions using limit laws.
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