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Foundation Models - FSDL 2022

Offered By: The Full Stack via YouTube

Tags

Deep Learning Courses Prompt Engineering Courses Code Generation Courses Transformers Courses Foundation Models Courses Semantic Search Courses Fine-Tuning Courses

Course Description

Overview

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Explore the revolutionary world of foundation models in this comprehensive lecture. Delve into the intricacies of Transformers and Large Language Models like GPT-3, uncovering the potential of prompt engineering, code generation, and semantic search. Discover other groundbreaking models such as CLIP, DALL-E 2, and StableDiffusion. Learn about stacking layers, fine-tuning techniques, and various applications of these powerful AI technologies. Gain insights into image generation using CLIP and explore the future possibilities of foundation models in artificial intelligence and machine learning.

Syllabus

Stackin' Layers
Fine-tuning
Transformers
Large Language Models
Prompt Engineering
Other Applications
CLIP and Image Generation


Taught by

The Full Stack

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