Reasoning Courses and Certifications

Artificial Intelligence

215 reviews

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

• MIT OpenCourseWare
• 24 hours
• On-Demand
• Free Video

Neso Academy

Aptitude and Reasoning for GATE, ESE, and Placements

Master essential aptitude and reasoning skills for GATE, ESE, and placements through 22 comprehensive topics including mathematical concepts, logical reasoning, and data interpretation.

• YouTube
• 3 hours 56 minutes
• On-Demand
• Free Video

Deep Teaching Solutions Microcredential

Critical Thinking: A Brain-Based Guide for the ChatGPT Era

67 reviews

Enhance critical thinking skills using neuroscience-based strategies, uncovering cognitive biases and improving reasoning for better decision-making in personal and professional contexts.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Center for Language & Speech Processing(CLSP), JHU

Emergence and Reasoning in Large Language Models

Explore emergence and reasoning in large language models with Google researcher Jason Wei, delving into self-supervised statistical models and their implications.

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

Discover AI

The AI Reasoning Lie: Debunking Logical Intelligence Emergence in LLMs

Uncover the truth about reasoning in Large Language Models (LLMs), exploring research that challenges assumptions about emergent intelligence in AI systems like o1 and o3.

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

AI Engineer

A Taxonomy for Next-Generation Reasoning

Explore a 4-trait taxonomy for next-gen AI reasoning models, focusing on strategy and abstraction to enable long-horizon agents and reliable AI applications.

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

Discover AI

256K Context Window? Forget It! - Understanding the Limitations of Long Context Reasoning in Large Language Models

Discover why 256K context windows fail at reasoning tasks and explore new benchmarks revealing LLM limitations in long-context performance beyond simple retrieval.

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

Discover AI

Beyond CoT: ReasonFLUX - Hierarchical LLM Reasoning via Scaling Thought Templates

Explore ReasonFlux, a hierarchical LLM reasoning approach that builds on Chain-of-Thought by using flexible, retrievable reasoning templates to optimize complex problem-solving strategies.

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

Discover AI

Reasoning LLM Overthinking - Easy Solution

Discover a simple, free solution to improve distilled reasoning LLMs that tend to overfit and underperform, based on new research findings about enhancing reasoning capabilities with less overthinking.

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

How Do Thinking and Reasoning Models Work?

Discover how LLMs "think" and "reason" through scaling laws, test-time compute, and reinforcement learning from verifiable rewards in this 13-minute explainer.

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

Conf42

Unlocking Reasoning in Large Language Models - Conf42 ML 2023

Explore advanced techniques for enhancing reasoning capabilities in large language models, from chain-of-thought prompting to tool usage and iterative approaches.

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

Simons Institute

Out-of-Distribution Generalization as Reasoning - Are Large Language Models Competitive?

Explore the concept of out-of-distribution generalization in LLMs through the lens of robust logic and PAC learning. Gain insights into how humans and AI systems can make principled predictions beyond their training data.

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

Neuro Symbolic

Deep Ontological Networks: Reasoning Process - Part 2

Explore deep ontological networks and reasoning processes with Professor Gerardo Simari. Dive into Datalog ontologies, RRN models, and GRUs for advanced AI understanding.

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

Neurosymbolic Programming for Science

Model-Based Reasoning in Neurosymbolic Programming for Science

Explore model-based reasoning techniques and their applications in neurosymbolic programming for scientific problem-solving.

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

Association for Computing Machinery (ACM)

On Reasoning LLMs - Myths, Merits, and How to Move Forward

Explore the myths and merits of reasoning in large language models with insights on advancing AI capabilities from a distinguished expert.

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