Technique

Supervised Learning

Supervised Learning focuses on teaching machines to make predictions based on input data that has been labelled with the correct output. This approach is fundamental in various applications, as shown in videos covering concepts like Ground Truth for building accurate models, or how to fine-tune LLMs (Large Language Models) using human feedback. Topics also include comparisons of supervised versus unsupervised learning and explanations of neural networks that underpin these techniques, making it essential for data scientists and AI practitioners to understand.

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