Symbolic AI Courses and Certifications

Generative AI and Symbolic Reasoning

Master the fundamentals of generative AI, from transformers and LLMs to symbolic AI integration. Explore practical applications, ethical considerations, and techniques for building responsible, explainable AI systems.

• Coursera
• 12 hours 2 minutes
• Self-Paced
• Paid Course

Neuro Symbolic

Neuro-Symbolic AI - Reviews and Tutorials

Explore comprehensive AI fundamentals from logic programming to deep learning, covering neuro-symbolic reasoning, machine learning bias, and practical PyReason tutorials.

• YouTube
• 12 hours 13 minutes
• Self-Paced
• Free Video

SAIConference

Towards Neuro-Symbolic AI with Knowledge Graphs and Large Language Models

Explore the fusion of neuro-symbolic AI, knowledge graphs, and large language models. Learn how combining these approaches can enhance AI systems' factual understanding and decision-making capabilities.

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

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
• Self-Paced
• Free Video

AllegroGraph

Neuro-Symbolic AI with AllegroGraph

Explore Neuro-Symbolic AI's fusion of neural networks and symbolic AI. Learn how AllegroGraph's Knowledge Graph Platform enables complex reasoning and data integration for advanced AI applications.

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

AllegroGraph

Neuro-Symbolic AI and AllegroGraph 8.0: Revolutionizing Enterprise Knowledge Graphs

Explore AllegroGraph 8.0's revolutionary features in Enterprise Knowledge Graphs and Neuro-Symbolic AI. Learn how it integrates LLMs, Machine Learning, Symbolic AI, and Logic to enhance AI accuracy and reliability.

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

James Briggs

Understanding AI Agents as Neuro-Symbolic Systems

Explore the concept of AI agents as neuro-symbolic systems through an analysis of MRKL paper, examining their definition, evolution, and relationship with connectionism and modern AI architectures.

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

Neuro Symbolic

Reasoning with PyReason: Current Research in Neuro-Symbolic AI - Lab V2 at ASU

Explore PyReason for advanced reasoning in AI, covering OWTL, RL semantic proxies, and generalized annotated programs. Gain insights into cutting-edge neuro-symbolic research.

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

Discover AI

Neuro-Symbolic AI for Visual Reasoning - Agent0-VL

Explore cutting-edge neuro-symbolic AI techniques for visual reasoning through Agent0-VL, featuring research from UC Berkeley, UCLA, and UNC on self-evolving agents and vision-language models.

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

Discover AI

Google Goes to EXTREMES - In-Context Symbolic AI

Explore Google DeepMind's breakthrough in LLM self-critique methods that dramatically improve AI planning performance without external verification in symbolic reasoning tasks.

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

USC Information Sciences Institute

From NLP to NLU: Why We Need Varied, Comprehensive, and Stratified Knowledge - Neuro-Symbolic AI

Explore the importance of knowledge in AI systems for improved language understanding, addressing challenges in generative AI, and enhancing neuro-symbolic approaches for safer, more explainable AI.

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

Center for Language & Speech Processing(CLSP), JHU

Neurosymbolic AI: Combining Large Language Models with Symbolic Methods

Explore neurosymbolic AI's potential in story generation and D&D gameplay. Discover how combining neural networks with symbolic methods enhances AI robustness and improves accessible communication.

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

AI Institute at UofSC - #AIISC

Neuro Symbolic AI

Explore Neuro Symbolic AI with Dr. Amit Sheth, delving into cutting-edge concepts and applications in this emerging field of artificial intelligence.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

AI Institute at UofSC - #AIISC

Language Understanding Using Neuro-symbolic AI: The Need for Varied, Comprehensive, and Stratified Knowledge

Explore neuro-symbolic AI for language understanding, focusing on diverse knowledge types and their stratification to enhance comprehension and reasoning capabilities.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

AI Institute at UofSC - #AIISC

Neuro-Symbolic AI for Mental Healthcare

Explore neuro-symbolic AI methods for enhancing mental healthcare interventions, focusing on social media data analysis, clinical knowledge integration, and improved conversational systems.

• YouTube
• 2 hours 27 minutes
• Self-Paced
• Free Video