Symbolic AI Courses and Certifications

ADC - Audio Developer Conference

Collaborative Songwriting and Production with Symbolic Generative AI

1 rating

Explore cutting-edge techniques for integrating generative AI into collaborative songwriting and music production. Learn about symbolic generation, AI-generated MIDI, and innovative approaches to augment creativity.

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

Introduction to Artificial Intelligence

2 ratings

Explore AI's evolution from symbolic systems to machine learning, deep networks, and LLMs. Gain insights into current applications, ethical considerations, and career opportunities in this rapidly advancing field.

• Independent
• 2 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course

Devoxx

Machine Learning and Symbolic Reasoning - Integrating AI Technologies

Explore the synergy of Machine Learning and Symbolic AI, combining data-driven insights with human-readable rules for transparent, explainable, and powerful AI applications.

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

Simons Institute

Symbolic Behavior in AI - Lessons for Whale Communication Research

Explore AI's symbolic behavior and its potential implications for understanding whale communication, drawing insights from recent research and diverse perspectives.

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

Toronto Machine Learning Series (TMLS)

Neural-Symbolic AI for Creativity, Generalization and Transfer Learning

Explore neural-symbolic AI's potential for enhanced transfer learning, generalization, and creativity in AI applications like personalized medicine and robotics.

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

Cooperative AI Foundation

Neuro-Symbolic Methods for Open-Ended Cooperative AI

Explore neuro-symbolic approaches for developing open-ended cooperative AI systems, bridging multi-agent reinforcement learning with sociology and economics.

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

Valerio Velardo - The Sound of AI

Symbolic vs Audio Generation in Generative Music AI

Explore symbolic and audio representations in generative music AI, comparing their advantages and applications. Gain insights into music representation techniques for AI-driven composition.

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

AI Institute at UofSC - #AIISC

Intelligent, Robust, and Trustworthy AI - Managing GenAI Challenges and Neural-Symbolic AI

Explore cutting-edge approaches to developing trustworthy AI systems, focusing on GenAI challenges, compact models, and neural-symbolic integration for robust artificial intelligence.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Neuro Symbolic

Decision Trees in Neuro-Symbolic AI

Master decision tree algorithms for effective data classification and prediction in machine learning applications.

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

Neuro Symbolic

Five Overlooked Neuro-Symbolic AI Papers from 2022

Explore five overlooked neuro-symbolic AI papers from 2022, covering topics like Logic Tensor Networks, knowledge base completion, symbolic regression, and neural ILP architectures.

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

Harvard CMSA

Math for AI and AI for Math - Geometric and Symbolic Perspectives

Explore the geometric foundations of machine learning and discover how AI can advance pure mathematics through abstraction, decomposition, and formalization insights.

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

Code Sync

AI for Mathematical Discovery - Symbolic, Neural and Neuro-Symbolic Methods

Explore how AI combines symbolic and neural methods to generate mathematical lemmas for proof assistants, bridging automated theorem proving with human mathematical reasoning.

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

ACM SIGPLAN

Toward Programming Languages for Reasoning - Humans, Symbolic Systems, and AI Agents

Explore the future of programming languages focused on reasoning, integrating human developers, symbolic systems, and AI agents. Learn about the Bosque platform's radical simplification approach.

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

NITTTR

Fundamentals of AI

Explore fundamental AI concepts including intelligent agents, search strategies, problem-solving techniques, planning, logic, and inference mechanisms for building AI solutions.

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

Discover AI principles, types, and societal impacts. Explore machine learning, neural networks, and ethical considerations. Gain insights into AI's potential and challenges.

• SAP Learning
• 4 hours
• Self-Paced
• Free Online Course