$ USD
Reinforcement Learning from Human Feedback
California, United States
The Non-degree in Reinforcement Learning from Human Feedback at DeepLearning.AI is a program for international students taught in English.
đź“– Introduction
DeepLearning.AI is an online education platform founded in 2017 by Andrew Ng, a leading AI expert and co-founder of Coursera. As a private organization, DeepLearning.AI specializes in AI and machine learning education, offering high-quality courses, specializations, and professional certifications in collaboration with top institutions and industry leaders. The platform is known for its practical, hands-on approach to teaching AI concepts and its focus on making cutting-edge AI knowledge accessible to learners worldwide.
đź“š About the Program
Large language models (LLMs) are trained on human-generated text, but additional methods are needed to align an LLM with human values and preferences.Reinforcement Learning from Human Feedback (RLHF) is currently the main method for aligning LLMs with human values and preferences. RLHF is also used for further tuning a base LLM to align with values and preferences that are specific to your use case. In this course, you will gain a conceptual understanding of the RLHF training process, and then practice applying RLHF to tune an LLM. You will: 1. Explore the two datasets that are used in RLHF training: the “preference” and “prompt” datasets.2. Use the open source Google Cloud Pipeline Components Library, to fine-tune the Llama 2 model with RLHF.3. Assess the tuned LLM against the original base model by comparing loss curves and using the “Side-by-Side (SxS)” method.
🏫 About the University
DeepLearning.AI is dedicated to advancing artificial intelligence education and empowering individuals to build careers in AI and machine learning. The platform offers a range of courses, including the renowned "Deep Learning Specialization" and "AI for Everyone," designed to cater to beginners, professionals, and researchers. By collaborating with leading experts and institutions, DeepLearning.AI provides industry-relevant content that bridges the gap between theoretical knowledge and real-world applications. Through its online courses, research initiatives, and community-driven projects, DeepLearning.AI plays a crucial role in shaping the future of AI education and innovation.
đź’° Fees
Application Fee
$0 USD
$0 USD
Tuition Fee
$120 USD
$120 USD
per year
âś… Entry Requirements
The minimum age is 18 and the maximum age is 50.
English Fluent is required.
Minimum education level Bachelor's degree
All students from all countries are eligible to apply to this program.
📬 Admissions Process
1
Step 1
Choose programs
2
Step 2
Apply online
3
Step 3
Enroll
Application Fee
$0 USD
Service Fee
$0 USD
Tuition
$120 USD
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