Graph Theory Courses

Steve Brunton

Reinforcement Learning - Machine Learning Meets Control Theory

Explore reinforcement learning's intersection with control theory, covering key concepts, algorithms, and applications in this comprehensive overview of machine learning's powerful technique.

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

Music Theory

Music theory, chord progressions, how to write music, and more.

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

Pianote

Piano Music Theory for Dropouts

Music theory can be a chore for many learners. But theory is the language of music, and once you can speak it -- a whole new world opens up. Cassi will show you how simple and fun theory can be, and how your playing will improve dramatically by learning…

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

Minor Scale Theory Made Simple - The Ultimate Guide

Natural, harmonic, melodic, and relative minors, plus Dorian.

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

Explore computational learning theory, focusing on binary classification and incremental learning models, with insights into various AI approaches and research areas.

• openHPI
• 3 weeks
• Self-Paced
• Free Certificate

Explore computer vision fundamentals and applications, including object recognition, deep learning cameras, video editing, and satellite image classification using Amazon technologies.

• Independent
• 2-3 hours
• Self-Paced
• Free Online Course

IIT Guwahati;  NPTEL

Introduction To Political Theory

The major objective of this course is to introduce the students to some of the key concepts and ideas of politics which shape our political discourse.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IIT Kanpur;  NPTEL

Chemical Applications of Symmetry and Group Theory

The aim of this course is to provide a systematic treatment of symmetry in chemical systems within the mathematical framework known as group theory

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

Music Theory Level 2: Part Nine

Explore key changes, tonicizations, and chord sequences in music theory. Learn to analyze progressions, modulations, and create your own unique chord patterns for enhanced musical composition and understanding.

• Kadenze
• 3 hours
• Self-Paced
• Paid Course

Music Theory Level 2: Part Ten

Explore diminished chords, their properties, and applications in music theory. Learn to identify, use, and understand these unique harmonies for enhanced composition and analysis skills.

• Kadenze
• 2 hours
• Self-Paced
• Paid Course

Music Theory Level 2: Part Eleven

Develop skills to identify and appreciate melody, motives, phrases, and sentences in music. Learn techniques for analyzing and manipulating musical elements to enhance composition and understanding.

• Kadenze
• 3 hours
• Self-Paced
• Paid Course

Music Theory Level 2: Part Twelve

Explore advanced music theory concepts like sequences and secondary dominants through analysis of Bach and Beethoven, enhancing your understanding of chord progressions and harmonic structures.

• Kadenze
• 4 hours
• Self-Paced
• Paid Course

Creating a Theory of Change

Learn to create and implement a Theory of Change, a strategic tool for organizations aiming to make measurable impact. Develop skills in facilitation, decision-making, and impact measurement.

• Independent
• 5 weeks, 1-2 hours a week
• Self-Paced
• Free Certificate

IIT Delhi;  NPTEL

Advanced Probability Theory

Explore probability theory, from axioms to distributions, generating functions, and limit theorems. Develop skills in analyzing random variables and their properties for advanced statistical applications.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IIT Kharagpur;  NPTEL

Electronic Theory of Solids

Explore electronic properties of solids, from basic concepts to advanced topics like graphene, magnetism, and superconductivity. Gain insights into quantum mechanics and modern applications in nanotechnology and spintronics.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course