Reasoning Courses and Certifications

Graham Neubig

Reasoning Models in Large Language Model Inference - Lecture 9

Explore advanced reasoning models in LLMs, covering reinforcement learning training, STaR methodology, DeepSeek R1, chain-of-thought reasoning, domain transfer, and cutting-edge algorithms.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

RATIONALYST - Mining Implicit Rationales for Process Supervision of Reasoning

Discover how RATIONALYST mines implicit rationales from web-scale data to improve LLM reasoning supervision, achieving 3.9% accuracy gains across mathematical, scientific, and logical tasks.

• YouTube
• 10 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

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

Open Data Science

LLMs That Think - Demystifying Reasoning Models

Explore how new reasoning LLMs like OpenAI's o1 and DeepSeek models achieve breakthrough performance on complex reasoning tasks and when to use them over traditional models.

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

Building Agentic RAG with LlamaIndex

88 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

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

Introduction to Logic

19 reviews

Explore computational logic: encode information, reason logically, and discover applications in various fields. Gain a solid foundation in propositional, relational, and functional logic.

• Coursera
• 1 day 23 hours 9 minutes
• On-Demand
• Paid Course

Think Again I: How to Understand Arguments

10 reviews

Learn to identify, analyze, and reconstruct arguments effectively. Develop critical thinking skills to evaluate reasoning in various contexts and improve your ability to understand and construct persuasive arguments.

• Coursera
• 25 hours
• On-Demand
• Paid Course

NPTEL;  IIT Madras

Artificial Intelligence: Knowledge Representation and Reasoning

8 reviews

Explore knowledge representation and reasoning in AI, covering logic, rule-based systems, natural language semantics, and advanced topics like circumscription and epistemic logic.

• YouTube
• 1 day 15 hours
• On-Demand
• Free Video

Prompting for Effective LLM Reasoning and Planning

6 ratings at Udacity

Master advanced prompting techniques to build sophisticated AI agents that reason, plan, and solve complex problems through Chain-of-Thought, ReAct, and feedback loops.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Prompting for LLM Reasoning and Planning for Financial Services

Master advanced prompting techniques to deploy LLMs for strategic financial decision-making, fraud detection, and compliance through hands-on Python implementations.

• Udacity
• 15 hours
• On-Demand
• Paid Course

Prompting for Effective LLM Reasoning with Gemini

Master advanced prompting techniques with Gemini to build agentic AI systems using role-based prompting, chain-of-thought reasoning, and feedback loops for real-world applications.

• Udacity
• 12 hours
• On-Demand
• Paid Course

Prompting for Effective LLM Reasoning and Planning with Microsoft Foundry

Master advanced prompting techniques to build Azure-native AI agents that reason, plan, and act using Microsoft Foundry's Agent Service for complex operational workflows.

• Udacity
• 12 hours
• On-Demand
• Paid Course

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