Derek Banas Courses

Linear Algebra Fundamentals - Vectors, Matrices, and Operations

Comprehensive introduction to linear algebra covering vectors, matrices, and their operations. Explores applications in various fields and problem-solving techniques for systems of equations.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Prelinear Algebra - Essential Concepts for Linear Algebra

Comprehensive introduction to vectors, trigonometry, and geometry as foundational concepts for Linear Algebra, with applications in various fields like physics, economics, and machine learning.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Solving Systems of Equations - Algebra Lesson 13

Discover how to solve systems of equations with 3 variables using matrix conversion to reduced row echelon form. Master this essential algebra technique in just 26 minutes.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Learn Algebra - Reduced Row Echelon Form - Lecture 12

Master matrix algebra and solve systems of equations using reduced row echelon form. Covers augmented matrices, coefficient matrices, and matrix operations with practical problem-solving examples.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Algebra Fundamentals: Pre-Algebra Review and Introduction

Comprehensive review of pre-algebra essentials, covering number types, signed numbers, fractions, exponents, and order of operations to prepare for algebra studies.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Statistics Tutorial - T Distribution and Hypothesis Testing

Learn to calculate and interpret T distributions, use T tables, understand degrees of freedom, and perform hypothesis testing with independent and dependent samples in this comprehensive statistics tutorial.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Statistics Tutorial 4: Z Scores and Confidence Intervals

Explore probability, normal distributions, sample error, Central Limit Theorem, Z scores, and confidence intervals with Python code examples for practical application.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Statistics Tutorial - Standard Deviation and Coefficient Variation

Learn to calculate standard deviation and coefficient variation using Python, with real-world examples and in-depth explanations of statistical concepts.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Statistics Tutorial - Real World Example with Python

Explore real-world data analysis using Python to maximize profits for a computer company. Learn to parse data, create functions, and gain insights for targeted marketing and product strategies.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Statistics Tutorial with Python - Fundamentals and Data Analysis

Learn Python-based statistics: data types, visualization, measures of central tendency, dispersion, and relationships between variables. Gain practical skills for data analysis.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Fetching Weather Data with Swift

Learn to fetch and parse weather data using Swift 5 and the Open Weather API. Covers JSON handling, Codable protocol, and practical implementation for real-time weather information retrieval.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

SwiftUI Tutorial

Learn to build three apps using SwiftUI, covering stacks, components, modifiers, models, navigation, and more. Gain practical experience in modern iOS development techniques.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

How to Make an iPhone Calculator App

Learn to build a complete iPhone Calculator app in under an hour, covering essential iOS development skills for creating various applications.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

iOS Development - Make an App in One Video 2021

Comprehensive iOS app development tutorial covering interface design, constraints, components, dark/light mode, and interactions. Learn to create a functional tip calculator app in just one hour.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Swift 5 Tutorial 2021

Comprehensive guide to Swift 5 programming, covering key concepts and techniques for iOS, iPad, and macOS app development. Includes practical examples and coding best practices.

• YouTube
• 1 hour 49 minutes
• Self-Paced
• Free Video