Course curriculum

    1. Welcome to the course

    2. About ZAKA

    3. How to get support?

    4. Best practices & tips for success

    5. Outline of the course

    1. Module 1: Linear Algebra Fundamentals

    2. Vectors

    3. Operations on vectors

    4. Test your ZAKA

    5. Matrices

    6. Operations on matrices

    7. Test your ZAKA

    1. Module 2: Functions & Derivatives

    2. Functions

    3. Types of Functions

    4. Test your ZAKA

    5. Derivatives

    6. First Derivative Test

    7. Derivation Rules

    8. Test your ZAKA

    9. Integration

    10. Integration Rules

    11. Test your ZAKA

    1. Module 3: Probability

    2. Introduction to Probability

    3. Probability Basics

    4. Probability Rules

    5. Test your ZAKA

    6. Random Variables

    7. Moments of a Random Variable

    8. Test your ZAKA

    9. Probability Distributions

    10. Common Probability Distributions

    11. Common Probability Distributions

    12. Continuous Distributions

    13. Choose the Proper Distribution

    14. Test your ZAKA

    1. Statistics

    2. Types of Statistics

    3. Descriptive Statistics

    4. Central Tendency

    5. Variability

    6. Relationship between variables

    7. Test your ZAKA

    8. Inferential Statistics

    9. Sampling Distribution

    10. Central Limit Theorem

    11. Test your ZAKA

    1. Lesson intro and outlines

    2. Introduction

    3. Python Setup

    4. Basics of working with Python

    5. Data Types

    6. Test your ZAKA

    7. Data Structures

    8. Operators

    9. Control Statements

    10. Loops

    11. Test your ZAKA

    12. Functions

    13. OOP

    14. Reading and Writing Files

    15. Python Standard Libraries

    16. Test your ZAKA

About this course

  • Free
  • 74 lessons
  • 0 hours of video content