AI Industry Overview - Training Approaches
AI models are trained on lots of data. That much we know. But what exactly is training and how does it lead to “intelligence?”
In this video, we open up the hood of these models to describe the training process in more detail. We’ll cover the different types of training, when they’re used, and how they’re combined together to train LLMs like ChatGPT.
Key Sections
0:50 - Labeled data and supervised learning
1:25 - Unlabeled data and unsupervised learning
2:05 - When unsupervised learning is used
2:40 - Reinforcement learning
4:08 - How LLMs are trained
4:20 - What is meant by the P in GPT?
#machinelearning #ai #training #supervisedlearning #unsupervisedlearning #RLHF #reinforcementlearning
📚 This video serves as an excerpt from the AI Industry Learning Primer, meticulously curated by the digital e-learning content provider, Primerli https://www.primerli.com/. The full module, comprising 10 bite-sized videos and quick quizzes, is tailored to empower professionals to grasp the industry intricacies in under an hour.
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