Reasoning Courses and Certifications

Artificial Intelligence

142 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

Understanding The Why Part 2 - Lesson 4.2

Explore deeper insights into understanding motivations and purpose, building on previous concepts to enhance personal and professional growth.

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

UPSEE Paper 5: Study Guide & Test Prep

Comprehensive preparation for UPSEE Paper 5, covering reasoning, logic, arithmetic, science, history, geography, current affairs, and English language skills through video lessons and interactive quizzes.

• Study.com
• 14 hours
• On-Demand
• Paid Course

Building Agentic RAG with LlamaIndex

51 ratings at Coursera

Learn to build intelligent research agents using LlamaIndex, enhancing data analysis with tool use, reasoning, and decision-making capabilities across multiple documents.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Simons Institute

Learning to Reason with Large Language Models

Explore OpenAI's o1 model: an LLM trained via reinforcement learning for improved reasoning in math, programming, and science tasks.

• YouTube
• 52 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

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

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

NPTEL-NOC IITM

Entailment and Proof in Artificial Intelligence - Lecture 2.5

Explore entailment and proof concepts in artificial intelligence, focusing on knowledge representation and reasoning techniques.

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

Association for Computing Machinery (ACM)

Enhancing Reasoning of Large Language Models through Reward-Guided Search and Self-Training

Explore techniques to enhance LLM reasoning through reward-guided search and self-training. Discover methods for developing reward models, synthesizing high-quality reasoning traces, and applying these concepts to vision-language domains.

• YouTube
• 54 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

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

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

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

Donato Capitella

Understanding Reasoning LLMs - o1, DeepSeek-R1, Gemini Thinking, Grok 3, Claude 3.7

Explore reasoning LLMs like o1, DeepSeek-R1, and Claude 3.7—what they are, how they're trained, and why they're not fundamentally different from general-purpose LLMs despite improved performance on structured problems.

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