├── .gitignore ├── LICENSE ├── README.md ├── session-1 ├── data │ ├── emails.csv │ └── survey.csv ├── example_1-email_broadcast.ipynb ├── example_2-email_broadcast.py ├── example_3-report_builder_emailer.ipynb ├── requirements.txt ├── slides.pdf └── top_secret.py ├── session-2 ├── data │ └── transformed_data.csv ├── example_1-gmail_ETL.ipynb ├── example_2-email_classifier.ipynb ├── requirements.txt ├── slides.pdf └── top_secret.py ├── session-3 ├── data │ └── transformed_data.csv ├── example_1-paper_summarizer.ipynb ├── example_2-text-classifier.ipynb ├── example_3-local_visual_QA.ipynb ├── papers │ ├── attention-is-all-you-need.pdf │ └── attention-is-all-you-need.png ├── requirements.txt ├── slides.pdf └── top_secret.py ├── session-4 ├── articles │ ├── 2023-07-13_A-Practical-Introduction-to-LLMs-65194dda1148.html │ ├── 2023-07-21_Cracking-Open-the-OpenAI--Python--API-230e4cae7971.html │ ├── 2023-08-05_Cracking-Open-the-Hugging-Face-Transformers-Library-350aa0ef0161.html │ ├── 2023-08-25_Prompt-Engineering---How-to-trick-AI-into-solving-your-problems-7ce1ed3b553f.html │ ├── 2023-09-11_Fine-Tuning-Large-Language-Models--LLMs--23473d763b91.html │ ├── 2023-09-21_How-to-Build-an-LLM-from-Scratch-8c477768f1f9.html │ ├── 2024-02-22_QLoRA---How-to-Fine-Tune-an-LLM-on-a-Single-GPU-4e44d6b5be32.html │ ├── 2024-03-09_How-to-Improve-LLMs-with-RAG-abdc132f76ac.html │ ├── 2024-03-27_Text-Embeddings--Classification--and-Semantic-Search-8291746220be.html │ ├── 2024-08-30_Compressing-Large-Language-Models--LLMs--9f406eea5b5e.html │ ├── 2024-09-26_LLM-Fine-tuning---FAQs-200442827c99.html │ ├── 2024-10-17_Fine-Tuning-BERT-for-Text-Classification-a01f89b179fc.html │ ├── 2024-11-19_Multimodal-Models---LLMs-that-can-see-and-hear-5c6737c981d3.html │ └── 2024-11-29_Multimodal-Embeddings--An-Introduction-5dc36975966f.html ├── data │ ├── chunk_embeddings.pt │ ├── chunk_list.json │ └── survey.csv ├── example_1-unstructured_survey_analysis.ipynb ├── example_2-blog_semantic_search.ipynb ├── example_3-blog_QA_RAG.ipynb ├── functions.py ├── requirements.txt ├── slides.pdf └── top_secret.py ├── session-5 ├── README.md ├── data │ ├── LI_posts.csv │ ├── LI_posts.numbers │ ├── train-data.jsonl │ └── valid-data.jsonl ├── example_1-finetune_bert_classifier.ipynb ├── example_2-linkedin_post_writer.ipynb ├── requirements.txt ├── slides.pdf └── top_secret.py └── session-6 └── ABB-1-session_6.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShawhinT/AI-Builders-Bootcamp-1/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ShawhinT/AI-Builders-Bootcamp-1/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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