Hugging Face Tutorial (2024) - Sentiment Analysis, Text Generation, LLM

In this video I show you everything how to get started with Huggingface and the Transformers library. We build a sentiment analysis, text generation, question answering and summarization pipelines. I also show how you can fine tune your own models. ---------------------- Resources: ---------------------- https://huggingface.co/ Fine-tuning model - https://huggingface.co/docs/transformers/en/training ---------------------- 💌 Join my newsletter and get access to various freebies (Books and checklists, CV template, Portfolio Projects) - https://stan.store/KarinaDataScientist ---------------------- ⚡️Just stating with Python? Learn how to clean and manipulate data using Pandas and how to create various types of visuals with Matplotlib. Start your programming journey with "Data Analysis with Python Masterclass" -https://stan.store/KarinaDataScientist/p/start-programming-with-python⚡️ ---------------------- 🧠 AI to help you analyse your data - https://powerdrill.ai/?via=karina-samsonova ---------------------- Timestamps: ---------------------- 00:00 Intro 00:36 Hugging Face 01:08 Google Colab 01:46 Libraries 02:45 Text generation 05:16 Sentiment Analysis 07:52 Question Answering 08:31 Summarisation 09:00 How to import dataset 10:45 Tokenisation 12:08 Fine-tune model 16:36 Spaces 🎥 Other videos you might be interested in ---------------------- https://youtu.be/3qZsOyAy4Yc ---------------------- About me ---------------------- Hi, my name is Karina and I'm a finance person turned data person. My mission is to transform intimidating tech into accessible tools. I aim to empower 1 million people to harness the power of AI, Python, SQL, and Excel to work smarter, not harder. Contact ---------------------- Youtube: youtube comments are by far the best way to get a response from me! email for business inquiries only: [email protected] ---------------------- Social Media: ---------------------- TikTok: https://www.tiktok.com/@karinadatascientist Instagram: https://www.instagram.com/karinadatascientist/ Linkedin: https://www.linkedin.com/in/karina-samsonova/ #llm #ml #huggingface #datascience