Mathematics Courses and Certifications

Geometry Lessons

Explore fundamental geometry concepts including angles, triangles, polygons, circles, and the Pythagorean theorem in this comprehensive overview of key geometric principles.

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

Great Learning

Statistics for Data Science - Probability and Statistics for Engineers

Comprehensive 12-hour course covering essential statistics concepts for data science, from basics to advanced topics. Taught by Stanford PhD, includes practical applications and business problem-solving.

• YouTube
• 12 hours
• Self-Paced
• Free Video

Great Learning

Linear Regression Full Course

This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression.

• YouTube
• 3 hours 52 minutes
• Self-Paced
• Free Video

The Organic Chemistry Tutor

Calculus 1 Final Exam Review

Comprehensive review covering key Calculus 1 concepts including limits, derivatives, and integration. Includes multiple-choice and free-response problems to prepare for final exams.

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

The Organic Chemistry Tutor

Derivatives for Beginners - Basic Introduction

Comprehensive introduction to calculus derivatives, covering key rules and functions. Ideal for beginners seeking a solid foundation in differentiation techniques and applications.

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

The Organic Chemistry Tutor

Central Limit Theorem - Sampling Distribution of Sample Means - Stats & Probability

Comprehensive exploration of the Central Limit Theorem, covering sampling distributions, statistical concepts, and probability problems with practical examples and various distribution types.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Derek Banas

F# Tutorial

Comprehensive tutorial covering F# fundamentals, including data types, functions, control structures, and object-oriented programming concepts. Ideal for beginners seeking a thorough introduction to F# programming.

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

Derek Banas

Elixir Tutorial

Comprehensive guide to Elixir's core syntax, covering data types, functions, control structures, and concurrency in a single video tutorial.

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

Academic Lesson

Number Theory Full Course - A to Z

Comprehensive exploration of number theory, covering fundamental concepts, theorems, and applications. Ideal for learners seeking in-depth understanding of integer properties and advanced mathematical principles.

• YouTube
• 2 hours 34 minutes
• Self-Paced
• Free Video

Academic Lesson

Calculus for Beginners - Calculus for Machine Learning

Comprehensive exploration of calculus fundamentals, from limits and derivatives to optimization and antiderivatives, with applications in machine learning and real-world problem-solving.

• YouTube
• 10 hours 53 minutes
• Self-Paced
• Free Video

Krista King

How to Solve Partial Derivatives

Learn to calculate and interpret partial derivatives for multivariable functions, including first-order, second-order, and mixed partial derivatives, with clear explanations and examples.

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

Mathologer

Why Is Calculus So Easy?

Demystifying calculus through intuitive explanations, visual aids, and practical examples. Covers differential and integral calculus, Leibniz notation, and key rules, making complex concepts accessible and engaging.

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

Krish Naik

Complete Statistics for Data Science

Comprehensive statistics guide covering descriptive and inferential techniques, probability, hypothesis testing, and data analysis using Python. Ideal for aspiring data scientists and analysts.

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

Krish Naik

Introduction to Statistics in Data Science

Comprehensive introduction to key statistical concepts in data science, covering population, sampling, variables, measurement scales, and data visualization techniques.

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

Insights into Mathematics

Classical Curves - Differential Geometry

Explore classical curves in differential geometry, from conics to advanced constructions. Learn techniques for generating new curves and their applications in various fields.

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