Neuro-Symbolic AI Courses and Certifications

Georgia Tech Research

Logical Neural Networks: Unifying Statistical and Symbolic AI

Explore unifying statistical and symbolic AI through Logical Neural Networks, a framework combining neural networks with logical inference for improved knowledge representation and reasoning.

• YouTube
• 1 hour
• On-Demand
• Free Video

Discover AI

MIT Invents Neuro-Symbolic LLM Fusion

Discover MIT's breakthrough neuro-symbolic approach that teaches LLMs logical chain-of-thought reasoning for enhanced symbolic planning and decision-making capabilities.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Discover AI

Neuro-Symbolic Graph Reasoning and Knowledge Graph Analysis - From Theory to Implementation

Explore neuro-symbolic AI frameworks and graph-based reasoning through practical examples, from biomedical research applications to Python implementations and logical rule learning.

• YouTube
• 25 minutes
• On-Demand
• Free Video

AI Institute at UofSC - #AIISC

Causal Analysis and Decision Intelligence for Manufacturing at Bosch

Explore neuro-symbolic AI applications in manufacturing, focusing on causal analysis and decision intelligence for improved processes at Bosch. Learn about root-cause analysis and cognitive architectures for decision-making.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Neuro Symbolic

Abductive Learning: From Neural Networks to New Concepts

Explore abductive learning through key papers, covering concepts, new developments, and related research in neuro-symbolic AI. Gain insights into this exciting field at the intersection of symbolic methods and deep learning.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Neuro Symbolic

NeurASP: Introducing a Neuro-Symbolic Framework - Part 1

Explore NeurASP, a neuro-symbolic framework connecting ASP programs to neural architectures. Learn about end-to-end training and gradient propagation through ASP programs to neural layers.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Neuro Symbolic

PyReason: A Framework for Deductive Reasoning in Python

Explore PyReason, a Python framework for deductive reasoning using time-series annotated logic. Learn about fuzzy and open-world reasoning capabilities through an in-depth technical talk.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Neuro Symbolic

Advances in Neuro Symbolic Reasoning and Learning - Graduate Seminar Review

Explore recent advancements in neuro-symbolic reasoning, covering major areas of progress from the past five years in this graduate-level seminar review.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Neuro Symbolic

Differentiable Inductive Logic Programming: Neural Architecture - Part 3

Explore the neural architecture used in differentiable inductive logic programming (dILP), bridging symbolic methods and deep learning for advanced AI applications.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Neuro Symbolic

Differentiable Inductive Logic Programming (ILP) - Part 1: Introduction

Explore differentiable inductive logic programming (dILP) framework and ILP problems. Gain insights into the intersection of symbolic methods and deep learning in AI.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Neuro Symbolic

PyReason ML Integration Tutorial - Time Series Reasoning

Dive into time series reasoning with PyReason's ML integration, building on Part 1 concepts through a practical temporal example with complete code resources.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Neuro Symbolic

Combinatorial Testing for Metacognitive AI

Discover how combinatorial testing techniques can enhance metacognitive AI systems through practical applications and research insights from VT NSI.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Neuro Symbolic

Neural Manipulation of Symbols - Kautz 2 and Kautz 3 Frameworks for Symbolic Regression and Program Generation

Explore neural networks that manipulate symbols for symbolic regression and program generation using Kautz 2 and Kautz 3 frameworks in this 46-minute deep dive.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Data Science Dojo

Enhancing Neural Networks with Logic Based Rules

Discover how to build transparent, logic-driven AI by combining neural networks with symbolic reasoning for enhanced performance in healthcare, finance, and automation applications.

• YouTube
• 41 minutes
• On-Demand
• Free Video

AI Institute at UofSC - #AIISC

Workshop on Causal Neuro-Symbolic Artificial Intelligence

Explore the intersection of causal reasoning and neuro-symbolic AI to build interpretable systems that understand cause-and-effect relationships beyond mere correlation.

• YouTube
• 3 hours 3 minutes
• On-Demand
• Free Video