End to End Gen AI Course | Session 6 | Build LLM Model | Positional Encoding

GEN AI hub · Beginner ·🧠 Large Language Models ·1y ago

About this lesson

Welcome to the next part of the Gen AI End-to-End Course Tutorial! In this video, we dive deep into Positional Encoding, a key concept used in Transformer models like BERT and GPT. You’ll learn: Why Positional Encoding is important: Understand the role it plays in helping models interpret sequences of data. Mathematical Intuition: Get a solid grasp of the mathematical concepts behind positional encoding and how it allows models to recognize the order of input data. Python Code Example: Follow along with a hands-on Python example to implement positional encoding, with clear explanations and code walkthroughs. Make sure to check out the full code on GitHub: https://github.com/SapanSagar/Gen-AI-Tutorial Full Playlist : https://www.youtube.com/@GENAIhub-u3h/playlists Don’t forget to like, subscribe, and hit the bell icon for more tutorials! #PositionalEncoding #GenAI #ArtificialIntelligence #MachineLearning #DeepLearning #Transformers #AIModels #PythonTutorial #NeuralNetworks #AIProgramming #codeexamples #DataScience #AIForBeginners #EndToEndAI #MachineLearningTutorial

Original Description

Welcome to the next part of the Gen AI End-to-End Course Tutorial! In this video, we dive deep into Positional Encoding, a key concept used in Transformer models like BERT and GPT. You’ll learn: Why Positional Encoding is important: Understand the role it plays in helping models interpret sequences of data. Mathematical Intuition: Get a solid grasp of the mathematical concepts behind positional encoding and how it allows models to recognize the order of input data. Python Code Example: Follow along with a hands-on Python example to implement positional encoding, with clear explanations and code walkthroughs. Make sure to check out the full code on GitHub: https://github.com/SapanSagar/Gen-AI-Tutorial Full Playlist : https://www.youtube.com/@GENAIhub-u3h/playlists Don’t forget to like, subscribe, and hit the bell icon for more tutorials! #PositionalEncoding #GenAI #ArtificialIntelligence #MachineLearning #DeepLearning #Transformers #AIModels #PythonTutorial #NeuralNetworks #AIProgramming #codeexamples #DataScience #AIForBeginners #EndToEndAI #MachineLearningTutorial

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