Math Refresher

Math Refresher

• Lesson 01: Course Introduction

  06:23Preview

  • 1.01 About Simplilearn

    00:28

  • 1.02 Introduction to Mathematics

    01:18

  • 1.03 Types of Mathematics

    02:39

  • 1.04 Applications of Math in Data Industry

    01:17

  • 1.05 Learning Path

    00:25

  • 1.06 Course Components

    00:16

• Lesson 02: Probability and Statistics

  32:38Preview

  • 2.01 Learning Objectives

    00:29

  • 2.02 Basics of Statistics and Probability

    03:08

  • 2.03 Introduction to Descriptive Statistics

    02:12

  • 2.04 Measures of Central Tendencies​

    04:50

  • 2.05 Measures of Asymmetry

    02:24

  • 2.06 Measures of Variability​

    04:55

  • 2.07 Measures of Relationship​

    05:22

  • 2.08 Introduction to Probability

    08:36

  • 2.09 Key Takeaways

    00:42

  • 2.10 Knowledge check

• Lesson 03: Coordinate Geometry

  06:31

  • 2.01 Learning Objectives

    00:29

  • 2.02 Basics of Statistics and Probability

    03:08

  • 2.03 Introduction to Descriptive Statistics

    02:12

  • 2.04 Measures of Central Tendencies​

    04:50

  • 2.05 Measures of Asymmetry

    02:24

  • 2.06 Measures of Variability​

    04:55

  • 2.07 Measures of Relationship​

    05:22

  • 2.08 Introduction to Probability

    08:36

  • 2.09 Key Takeaways

    00:42

  • 2.10 Knowledge check

• Lesson 04: Linear Algebra

  29:53Preview

  • 4.01 Learning Objectives

    00:29

  • 4.02 Introduction to Linear Algebra

    03:21

  • 4.03 Forms of Linear Equation

    05:21

  • 4.04 Solving a Linear Equation

    05:21

  • 4.05 Introduction to Matrices

    02:05

  • 4.06 Matrix Operations

    07:07

  • 4.07 Introduction to Vectors

    01:00

  • 4.08 Types and Properties of Vectors

    01:52

  • 4.09 Vector Operations

    02:39

  • 4.10 Key Takeaways

    00:38

  • 4.11 Knowledge Check

• Lesson 05: Eigenvalues Eigenvectors and Eigendecomposition

  08:56Preview

  • 5.01 Learning Objectives

    00:29

  • 5.02 Eigenvalues

    01:19

  • 5.03 Eigenvectors

    04:09

  • 5.04 Eigendecomposition

    02:21

  • 5.05 Key Takeaways

    00:38

  • 5.06 Knowledge Check

• Lesson 06: Introduction to Calculus

  09:47Preview

  • 6.01 Learning Objectives

    00:30

  • 6.02 Basics of Calculus

    01:20

  • 6.03 Differential Calculus

    03:01

  • 6.04 Differential Formulas

    01:01

  • 6.05 Integral Calculus

    02:33

  • 6.06 Integration Formulas

    00:47

  • 6.07 Key Takeaways

    00:35

  • 6.08 Knowledge Check