Symbolic AI Courses and Certifications

AI Institute at UofSC - #AIISC

Custom, Targeted, Compact, and Neuro-symbolic AI Models for Health Applications

Explore the development of trustworthy AI models for healthcare beyond generative AI, focusing on neurosymbolic, targeted, and compact approaches that ensure explainability, safety, and guideline adherence for personalized health applications.

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

AI Institute at UofSC - #AIISC

Neuro-Symbolic AI for Scene Understanding in Autonomous Systems

Explore neuro-symbolic AI combining knowledge representation and deep learning for robust scene understanding in autonomous driving and smart manufacturing systems.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Neuro Symbolic

Prompt Engineering for Neuro-Symbolic AI - Part 2

Dive into advanced prompt engineering techniques, exploring the intersection of symbolic methods and deep learning for more effective AI interactions and development.

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

AI Institute at UofSC - #AIISC

A Neuro-Symbolic AI Framework for the Knowledge Graph Lifecycle

Discover a neuro-symbolic AI framework addressing Knowledge Graph lifecycle challenges, combining LLMs with declarative knowledge for mission-critical applications.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

AWS Events

Symbolic AI in the Age of LLMs - DAT443

Explore how symbolic AI techniques like ontologies and logic-based reasoning enhance generative AI capabilities through knowledge graphs and semantic understanding.

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

Fields Institute

AI for Math - Neuro-Symbolic Auto-Formalization into Lean via Joint Embeddings

Explore neuro-symbolic approaches combining LLMs with automated reasoning tools for natural language to formal language tasks, focusing on code generation and mathematical proof synthesis in Lean.

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

The Julia Programming Language

Symbolic AI Workflows with Sole.jl - JuliaCon 2024

Explore Sole.jl: A pioneering framework for symbolic AI workflows, focusing on transparent alternatives to black-box AI algorithms and emphasizing knowledge representation through syntax trees.

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

Fundamentals of Artificial Intelligence​

Build a strong foundation in AI concepts, classical methods, and introductory machine learning principles.

• OpenLearning
• 40 hours
• Self-Paced
• Paid Course

Alain Badiou: Being and Event (Live Online)

33 ratings at CourseHorse

Explore the bold revival of universality, truth, and subjectivity through a close reading of Alain Badiou’s Being and Event.

• CourseHorse
• 12 hours
• Self-Paced
• $335.00

Knowledge Graphs for RAG

Learn to leverage knowledge graphs in RAG applications, enhancing LLM performance with structured data relationships, advanced querying, and comprehensive information retrieval techniques.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Packt Career Certificate

Building AI Agents with LLMs, RAG, and Knowledge Graphs

Master the art of building intelligent AI agents using LLMs, RAG, and knowledge graphs—from deep learning foundations to multi-agent system design for real-world applications.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Coursera

Game Bots in C#: Develop a Tic-Tac-Toe Agent

Develop a formidable Tic-Tac-Toe AI using C# and the Minimax algorithm. Learn game state representation, move exploration, and optimal decision-making through advanced programming techniques.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Module 0: Introduction to Universal AI

Explore the fundamentals of AI, from perception and reasoning to machine learning, generative AI, and real-world applications, while understanding ethical challenges and responsible deployment.

• MITx Online
• Self-Paced
• Free Online Course

Supercharge AI with Knowledge Graphs: RAG System Mastery NEW

819 ratings at Udemy

Enhance Large Language Models Using Structured Context and Retrieval-Augmented Generation - Neo4j, LangChain, Cypher

• Udemy
• 2 hours 41 minutes
• Self-Paced
• Paid Course

Discover AI

Perfect Reasoning for AI Agents Using ReasonAgain - Symbolic Code Implementation

Discover how to enhance AI agent reasoning through symbolic programming, exploring ReasonAgain's methodology for improving LLM mathematical and logical capabilities across multiple coding languages.

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