Recommendation System Using Huggingface Transformers In Python | Pytorch | Machine Learning | NLP
In this video, we try to make a recommendation system using hugginface transformers. Basically a recommendation system using llm. Here, we compare the embeddings for movie description with the embeddings for users requirement to find the match.
⏰Timestamps
0:00 Introduction & Demo
2:06 Dataset Loading, Exploration, Cleaning & Transformation
11:05 Token Embeddings Explained Clearly
16:21 Tokenization & Embedding
28:50 Mean Pooling to Make Sentence Embeddings
38:08 Using hugginface library for Sentence embedding
40:04 Final Demo
🧑💻Code: https://github.com/Deepakdj007/NLP-Pr...
📖 Project i got from the Blog below: https://www.kdnuggets.com/building-a-...
🔢Data: https://www.kaggle.com/datasets/Coope...
Do you want to become Data Scientist or Data Analyst?⚡ These Courses from LearnTube(Backed by Google) will help you get Started. It also comes with certificate that's recognised by MAANG Companies.🎖️
Data Science Placement Bootcamp
https://tinyurl.com/DSBootcampLTxDSB
Deep Learning Course
https://tinyurl.com/DLCoXDSB
Machine Learning Course
http://tinyurl.com/MLCoXDSB
Gen AI Basics to Advanced Course
http://tinyurl.com/CoXDSB
Data Analysis Course
https://tinyurl.com/DataAnalysisCoXDSB
SQL Course
https://tinyurl.com/SQLcDSB
Excel for Data Analysis Course
https://tinyurl.com/ExcelforDACoXDSB
Statistics for Data Science Course
https://tinyurl.com/StatisticsforDSXDSB
Power BI Course
https://tinyurl.com/PowerBICoXDSB
LLM Course
https://tinyurl.com/LLMCoLTxDSB
Python Course
https://tinyurl.com/PythonCoXDSB
🌟 Connect with Us:
🌐 Connect with Data Science Brain:
https://deepakjosecodes.com/
https://www.instagram.com/datascience...
AI Recommendation System | Hugging Face Transformers | Python Recommender | Transformer-Based Recommender | Machine Learning Recommender | AI-Powered Recommendations | Python AI Recommendation Engine | NLP Recommender System | Deep Learning Recommendations | Personalized Recommender Using Transformers
#airecommendationsystem, #huggingfacetransformers, #pythonrecommender, #transformerrecommender, #machinelearningrecommender, #aipoweredrecommendations, #pythonrecommendationengine, #nlprecommender, #deeplearningrecommendations, #personalizedrecommender