Graph Theory Courses

IIT Bombay;  NPTEL

Group Theory methods in Physics

Explore group theory methods in physics, from discrete groups to continuous symmetries. Learn applications in molecular structures, quantum mechanics, and particle physics.

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

IIT Roorkee;  NPTEL

Robotics and Control : Theory and Practice

Explore robotics fundamentals, kinematics, dynamics, control systems, and advanced applications in healthcare and exoskeletons. Gain skills for innovative research and engineering solutions in robotics.

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

Frances Clark Center

Developing Musical Skills in Young Pianists: Ideas from Music Learning Theory (from The Beginner Course)

Practical pedagogy for teaching musical skills to young pianists, focusing on Edwin Gordon's principles and offering activities for developing audiation and musical understanding.

• Kadenze
• 2 hours
• Self-Paced
• $30.00

Chennai Mathematical Institute;  NPTEL

Introduction to Galois Theory

Explore algebraic structures, field extensions, and Galois groups. Delve into fundamental theorems and applications like insolvability of quintics and cyclotomic extensions.

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

NPTEL;  Indian Institute of Information Technology, Bangalore

Towards an Ethical Digital Society: From Theory to Practice

Explore ethical considerations in AI, digital data, and infrastructures through a multidimensional lens. Gain practical tools for addressing ethical challenges in technology design and implementation.

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

Music Theory for Beginners

Learn Western music theory basics: read notation, recognize pitch and rhythm, understand intervals, scales, and time concepts through interactive lessons and exercises.

• Kadenze
• 12 hours
• Self-Paced
• $69.00

Music Theory Level 1: Part Four

Explore musical modes, counterpoint, and advanced interval concepts. Learn to analyze and create music using these techniques, enhancing your compositional skills and theoretical understanding.

• Kadenze
• 4 hours
• Self-Paced
• $25.00

Music Theory Level 1: Part Three

Explore minor keys, circle of fifths, and compound meters. Practice with worksheets and analysis projects to enhance your music theory skills and songwriting abilities.

• Kadenze
• 4 hours
• Self-Paced
• $25.00

Music Theory Level 1: Part Two

Explore chords, scales, and keys in music theory. Learn to build and analyze melodies, understand key signatures, and master various chord types. Develop a solid foundation for musical composition and analysis.

• Kadenze
• 5 hours
• Self-Paced
• $25.00

Music Theory Level 1: Part Six

Explore SATB composition techniques, including counterpoint, voice leading, and melodic embellishments. Learn to harmonize melodies and create 4-voice arrangements in 18th-century style.

• Kadenze
• 3 hours
• Self-Paced
• $25.00

Music Theory Level 1: Part Five

Explore counterpoint in music theory, from basic concepts to advanced techniques. Learn to create compelling melodies and harmonies through practical exercises and comprehensive lessons.

• Kadenze
• 3 hours
• Self-Paced
• $25.00

AssemblyAI

Building a GAN From Scratch With PyTorch - Theory + Implementation

Learn to build a Generative Adversarial Network from scratch using PyTorch and PyTorch Lightning, covering theory, implementation, and testing in this comprehensive tutorial.

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

Keith Galli

Python Plotting Tutorial with Matplotlib and Pandas - Line Graph, Histogram, Pie Chart, Box and Whiskers

Learn to create line graphs, histograms, pie charts, and box plots using Matplotlib and Pandas in Python. Visualize real-world data from CSV files, including global gas prices and FIFA player statistics.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Keith Galli

Intro to Data Visualization in Python with Matplotlib - Line Graph, Bar Chart, Title, Labels, Size

Learn to create and customize line graphs and bar charts using Matplotlib in Python, covering essential visualization techniques like styling, scaling, and annotating plots.

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

Genomics Boot Camp

Genomic Selection - Introduction to Genomics Theory

Explore genomic selection theory, from traditional breeding values to modern techniques, enhancing genetic gain in populations. Learn methodologies for standard and single-step genomic selection.

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