Description
Build a Reasoning Model (From Scratch), Video Edition is a course on designing and implementing an AI reasoning model from scratch, published by Oreilly Online Academy. This course is a practical guide to designing and implementing an AI reasoning model from scratch. Designed for AI engineers, machine learning specialists, researchers, and Python developers, this course focuses on the core concepts behind reasoning-based language models rather than relying solely on high-level frameworks.
This course tells a clear engineering story: start with a conventional pre-trained LLM, learn how text generation works, build reliable evaluation tools, improve reasoning through inference-time methods, then move on to training-based approaches such as reinforcement learning and distillation. Students will learn how reasoning models process information, perform multi-step inference, represent knowledge, optimize model behavior, and produce coherent and logical responses. The course also covers data preparation, neural network principles, transformer concepts, training workflows, evaluation methods, and performance optimization.
What you will learn in Build a Reasoning Model (From Scratch), Video Edition:
- Early Implementations of Core LLM Reasoning Improvements
- Verifier-Based Evaluation Methods
- Reinforcement Learning with Automated Verifiers for Mathematical Tasks
- and …
Course specifications
Publisher: Oreilly
Instructors: Sebastian Raschka
Language: English
Level: Introductory to Advanced
Number of Lessons: 124
Duration: 9 hours and 16 minutes
Course topics
Build a Reasoning Model (From Scratch), Video Edition Prerequisites
None
Pictures
Build a Reasoning Model (From Scratch), Video Edition introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
1.7 GB