NLP from scratch Monthly Webinars

The free monthly webinars on NLP and LLMs were held from October of 2023 to November of 2024, and the OpenAI webinar from July-Nov 2024.

• Zero to NLP in 60 ⏱: Covers and introduction to natural language processing, data acquisition, text preprocessing and fitting a simple ML classification model to text data.
  • Slides: Webinar #1 - From Zero to NLP in 60.pdf
  • Notebook: 1. NLP_from_scratch_NLP_Webinar_Notebook.ipynb
• What the Heck is an LLM? 🤔: Is a quick introduction to large language models (LLMs), with examples in Hugging Face for generative text, image generation, and speech transcription.
  • Slides: Webinar #2 - What the Heck is an LLM.pdf
  • Notebook: 2. NLP_from_scratch_LLM_Webinar_Notebook.ipynb
• OpenAI 101: Getting Started with Python & GPT-4o: A quick introduction to getting set up with OpenAI and working with the openai python library to generate text.
  • Slides: OpenAI 101 - Getting Started with Python and GPT-4o.pdf
  • Notebooks:
    • Template Notebook: OpenAI_101Getting_Started_with_Python&_GPT_4o_Template_Noteboook.ipynb
    • Solution Notebook: OpenAI_101Getting_Started_with_Python&_GPT_4o_Solution_Noteboook.ipynb