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Machine Learning brought about the introduction of Linear algebra in the field of mathematics.
Linear algebra comprises other fields of algebra with theories and findings, tools and notations taken from the field for practical machine learning.
In this course, you will learn;
• You will learn how to solve problems involving set theory
• Solve questions on Binary Operation
• Solve for Polynomial Equations and Inequalities
• Resolve issues relating to Algebraic concepts
Like the theory of quadratic equations, solutions of simultaneous equations, indices and logarithms, permutation and combination and the Binomial theorem.
Course Curriculum
| The Elementary Set Theory | |||
| Definition | 00:00:00 | ||
| Set Notation | 00:00:00 | ||
| Finite and Infinite Sets | 00:00:00 | ||
| Equality and Equivalent of Sets | 00:00:00 | ||
| Set Operations | 00:00:00 | ||
| Venn Diagrams and Venn Diagram Problem Solving | 00:00:00 | ||
| Application of Set Theory | 00:00:00 | ||
| Quiz – Elementary Set Theory | 00:00:00 | ||
| Assignments – Elementary Set Theory | 00:00 | ||
| Binary Relations and Operations | |||
| Domain, Range and Image of Relations | 00:00:00 | ||
| Source sets and Target Sets of Relations | 00:00:00 | ||
| Graphs of Relations | 00:00:00 | ||
| Inverse Relations | 00:00:00 | ||
| Composition of Relations | 00:00:00 | ||
| Properties of Binary Relations | 00:00:00 | ||
| Mapping or Function | 00:00:00 | ||
| Binary Operations | 00:00:00 | ||
| Quiz – Binary Relations and Operations | 00:00:00 | ||
| Assignments – Binary Relations and Operations | 00:00 | ||
| Polynomial Equations and Inequalities | |||
| Equality of Polynomials | 00:00:00 | ||
| Addition and Subtraction of Polynomials | 00:00:00 | ||
| Multiplication of Polynomials | 00:00:00 | ||
| Zeros of Polynomial Functions | 00:00:00 | ||
| The Division Algorithm | 00:00:00 | ||
| The Remainder and Factor Theorems | 00:00:00 | ||
| Cyclic Polynomials | 00:00:00 | ||
| Graphs of Polynomial Functions | 00:00:00 | ||
| Quiz – Polynomial Equations and Inequalities | 00:00:00 | ||
| Assignments – Polynomial Equations and Inequalities | 00:00 | ||
| Introduction to Algebraic Concepts | |||
| The Theory of Quadratic Equations | 00:00:00 | ||
| Nature of Roots of Quadratics | 00:00:00 | ||
| Solutions of Simultaneous Equations | 00:00:00 | ||
| Indices & Logarithms | 00:00:00 | ||
| Permutation and Combination | 00:00:00 | ||
| Binomials Theorem | 00:00:00 | ||
| Quiz – Introduction to Algebraic Concepts | 00:00:00 | ||
| Assignments – Introduction to Algebraic Concepts | 00:00 | ||
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