Large Language Models in Data Science and AI

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This repository contains resources, code, and examples related to Large Language Models (LLMs) and their applications in Data Science and Artificial Intelligence.

utilize LLMs effectively for various tasks such as text generation, summarization, and more.

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Large Language Models in Data Science and AI

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Name		Name	Last commit message	Last commit date
Latest commit History 63 Commits
10Basic_semantic_search_and_hybrid_search_engine.ipynb		10Basic_semantic_search_and_hybrid_search_engine.ipynb
11Task_1_Cosine_Similarity_Day_3.ipynb		11Task_1_Cosine_Similarity_Day_3.ipynb
12_semantic_search_on_arabic_wikipedia.ipynb		12_semantic_search_on_arabic_wikipedia.ipynb
13_bet_semantic_search_all_in_one_v2.ipynb		13_bet_semantic_search_all_in_one_v2.ipynb
14Day_3_Foundation_FAISS.ipynb		14Day_3_Foundation_FAISS.ipynb
15Faiss_Indexing_Entire_Data.ipynb		15Faiss_Indexing_Entire_Data.ipynb
16_small_data_lab.ipynb		16_small_data_lab.ipynb
17Day_3_Foundation_keyword_semantic_bm25.ipynb		17Day_3_Foundation_keyword_semantic_bm25.ipynb
18Prompt_Engineering_Tutorial_1.ipynb		18Prompt_Engineering_Tutorial_1.ipynb
19Week3_Day1_Task.ipynb		19Week3_Day1_Task.ipynb
1Module_1a_week1_NLP_basics.ipynb		1Module_1a_week1_NLP_basics.ipynb
20Task4_week3_day_2.ipynb		20Task4_week3_day_2.ipynb
21prompt_engineering.ipynb		21prompt_engineering.ipynb
22prompt_compilation__week3.ipynb		22prompt_compilation__week3.ipynb
23Module_4_Foundation_semantic_search_module.ipynb		23Module_4_Foundation_semantic_search_module.ipynb
24Task2.ipynb		24Task2.ipynb
24task3_imdb.ipynb		24task3_imdb.ipynb
25[hf]Week3_Day3_Ollama_example_rag.ipynb		25[hf]Week3_Day3_Ollama_example_rag.ipynb
25_2_hf]Week3_Day4_Ollama_example_rag.ipynb		25_2_hf]Week3_Day4_Ollama_example_rag.ipynb
26_[hf]_updated_day_4_week_3_youtube_rag.ipynb		26_[hf]_updated_day_4_week_3_youtube_rag.ipynb
27(openai)_Assessment_3_Day_4_5_Week_3.ipynb		27(openai)_Assessment_3_Day_4_5_Week_3.ipynb
28_(openai)_Assessment_3_Day_4_5_Week_3.ipynb		28_(openai)_Assessment_3_Day_4_5_Week_3.ipynb
2Module_1a_week1_NLP_basics.ipynb		2Module_1a_week1_NLP_basics.ipynb
30_Day_1_Week_4_neural_search_demo.ipynb		30_Day_1_Week_4_neural_search_demo.ipynb
31_Day_2_Week_4b_Article_Recommendation_System.ipynb		31_Day_2_Week_4b_Article_Recommendation_System.ipynb
32_[giulio]Day_3_Week_4d_Alpaca_+_Llama_3_8b_Unsloth_2x_faster_finetuning.ipynb		32_[giulio]Day_3_Week_4d_Alpaca_+_Llama_3_8b_Unsloth_2x_faster_finetuning.ipynb
33_Day3_Week4c_ChatGPT_finetuning_tutorial.ipynb		33_Day3_Week4c_ChatGPT_finetuning_tutorial.ipynb
33_private_[giulio]Day_3_Week_4d_Alpaca_+_Llama_3_8b_Unsloth_2x_faster_finetuning.ipynb		33_private_[giulio]Day_3_Week_4d_Alpaca_+_Llama_3_8b_Unsloth_2x_faster_finetuning.ipynb
34_Day_3_Week_4a_Mistral_7b_instruct.ipynb		34_Day_3_Week_4a_Mistral_7b_instruct.ipynb
35_ass_Week4_Day4+5_Assesment.ipynb		35_ass_Week4_Day4+5_Assesment.ipynb
35_final_test_Assessment4_TEST.ipynb		35_final_test_Assessment4_TEST.ipynb
36_Module_1a_Advanced_LLMs_semantic_cache_from_scratch.ipynb		36_Module_1a_Advanced_LLMs_semantic_cache_from_scratch.ipynb
37Module_3a_Advanced_LLMs_guard_rails.ipynb		37Module_3a_Advanced_LLMs_guard_rails.ipynb
38_original_Entreprise_RAG_BigQuery_Palm_Redis_Semantic_Cache.ipynb		38_original_Entreprise_RAG_BigQuery_Palm_Redis_Semantic_Cache.ipynb
39_Building_Advanced_LLM_Applications_Module_5_Semantic_Chunking.ipynb		39_Building_Advanced_LLM_Applications_Module_5_Semantic_Chunking.ipynb
3Tf_idf_lab3_day3.ipynb		3Tf_idf_lab3_day3.ipynb
40_Building_Advanced_LLM_Applications_Module_5_Agentic_RAG.ipynb		40_Building_Advanced_LLM_Applications_Module_5_Agentic_RAG.ipynb
40_Day_5_Week_5_Module_6_Advanced_Autogen.ipynb		40_Day_5_Week_5_Module_6_Advanced_Autogen.ipynb
4airline_tweet_sentiment_lab4_day3.ipynb		4airline_tweet_sentiment_lab4_day3.ipynb
5Tf_idf_lab3_day3.ipynb		5Tf_idf_lab3_day3.ipynb
6HuggingFace_Day4_.ipynb		6HuggingFace_Day4_.ipynb
7Module_4_Foundation_semantic_search_module.ipynb		7Module_4_Foundation_semantic_search_module.ipynb
8LLM_v2_module_5_large_embedding.ipynb		8LLM_v2_module_5_large_embedding.ipynb
9Ass_Image_search.ipynb		9Ass_Image_search.ipynb
Day_1_Week_4_neural_search_demo.ipynb		Day_1_Week_4_neural_search_demo.ipynb
Module_4_Foundation_semantic_search_module.ipynb		Module_4_Foundation_semantic_search_module.ipynb
README.md		README.md
Task2_sara.ipynb		Task2_sara.ipynb
kaggl-key.json		kaggl-key.json
neural_search_dem.ipynb		neural_search_dem.ipynb
neural_searcher.py		neural_searcher.py
qdrant.yaml		qdrant.yaml
service.py		service.py

SARA3SAEED/LLM-2

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