Graph Theory Courses

Information Theory: Typical Sequences and the Kraft-McMillan Inequality - Lecture 4

Delve into the Kraft-McMillan inequality and Asymptotic Equipartition Property, exploring how the law of large numbers influences sequences of random observations in information theory.

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

Information Theory: Optimal Codes and Block Coding - Lecture 5

Delve into optimal coding principles and block coding techniques, exploring theoretical optimums, finite sequence encoding, and the construction of asymptotically optimal codes using typical sequences.

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

Deep Learning and NLP: Seq2Seq Model Theory + ChatGPT Prizes

4920 ratings at Udemy

Learn the Theory of Deep Natural Language Processing with the Seq2Seq model and enjoy several ChatGPT Prizes at the end!

• Udemy
• 8 hours 26 minutes
• Self-Paced
• Paid Course

Mastering Data Visualization: Theory and Foundations

4217 ratings at Udemy

Learn to design amazing charts for visualization and communication for [data] science, journalism and storytelling

• Udemy
• 4 hours 49 minutes
• Self-Paced
• Paid Course

FlexVertex: Graph, Document, K/V, Time Series - One Database

3962 ratings at Udemy

Master FlexVertex: Innovate with Next-Gen NoSQL and Multi-Model Databases for Powerful Data Management

• Udemy
• 1 hour 13 minutes
• Self-Paced
• Free Online Course

Music Theory Comprehensive Complete: Part 4, 5, & 6

3901 ratings at Udemy

Learn music theory through this music theory course app, music theory exercises, and music theory tutorials.

• Udemy
• 10 hours 12 minutes
• Self-Paced
• Paid Course

Dependent Stopping Times and Application to Credit Risk Theory - BQE Lecture Series

Explore dependent stopping times in credit risk theory, covering Cox construction, instantaneous default, and systemic risk measures in financial markets.

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

The Information Knot - Tying Sensing and Action; Emergence Theory of Representation Learning

Explore information theory, representation learning, and AI concepts with NYU's Stefano Soatto. Delve into information bottlenecks, mutual information, and disentangling in this advanced seminar on modern AI.

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

AXL: Advanced Opioid Use Disorder X-waiver Team Learning Collaborative - Intersections of Intimate Partner Violence, Opioids, and Trauma: Theory to Practice

Explore intersections of intimate partner violence, opioids, and trauma. Learn evidence-based strategies to enhance clinical team-based care for patients with substance use disorders. Gain insights from expert presenters.

• Independent
• Self-Paced
• Free Certificate

The Complete Neural Networks Bootcamp: Theory, Applications

2999 ratings at Udemy

Deep Learning and Neural Networks Theory and Applications with PyTorch! Including Transformers, BERT and GPT!

• Udemy
• 1 day 19 hours 47 minutes
• Self-Paced
• Paid Course

The Complete Piano & Music Theory Beginners Course

2942 ratings at Udemy

Learn all piano and music theory basics quickly, and save big on months of initial private lessons!

• Udemy
• 1 hour 18 minutes
• Self-Paced
• Paid Course

Learn Bioinformatics From Scratch (Theory & Practical)

2849 ratings at Udemy

Best Bioinformatics course for Students, Academia and Industry Professionals to learn Bioinformatics and biological data

• Udemy
• 8 hours 30 minutes
• Self-Paced
• Paid Course

Complexity Theory - Running Time Analysis of Algorithms

2418 ratings at Udemy

Learn Asymptotic Complexity, Running Times Analysis (O, Ω, θ) and Complexity Classes (P and NP)

• Udemy
• 1 hour 56 minutes
• Self-Paced
• Free Online Course

The Beginner's Guide to Color Theory for Digital Artists

2237 ratings at Udemy

Let's go beyond the color wheel. Learn how to practically apply color theory to your art & stop being afraid of color!

• Udemy
• 2 hours 48 minutes
• Self-Paced
• Paid Course

Piano Music Theory (Back To Basics) by JFilt

2047 ratings at Udemy

Learn piano basics, including notes, chords, scales, and progressions. Ideal for beginners and beatmakers seeking to enhance their music theory knowledge and improve their skills.

• Udemy
• 30 minutes
• Self-Paced
• Free Online Course