HANDS-ONÂ TUTORIAL
Hugging Face
Crash Course
Â
Incl. FULL Python Code
Â
Presented by Dr. Maryam Miradi
Online | Pre-recorded |Â 15 Minutes
Hosted by:
Dr. Maryam Miradi
About Dr. Maryam Miradi
Maryam Miradi is the CEO and Chief AI Scientist of Profound Analytics.
She has over 20 years of experience in AI model development, holds a PhD in AI, has published 24 articles, authored 2 books, received 5 awards, and has experience coaching over 200 data scientists across 12 industries.
She has been awarded as the Best European Researcher in Future Vision.
Transformers Library & Tokenization
-
Installing the Transformer Python Library of Huggingface
-
 Setting Up Hugging Face Pipelines
- Tokenization with Models like GPT and BERT
Navigating Hugging Face Hub NLP Tasks
- Â Sentiment Analysis with Hugging Face
- Get Free Data Science, Machine Learning and Deep Learning Guide
- Text Generation with Hugging Face - Natural Language processing
- Question Answering with Hugging Face
Fine Tuning & NLP Project with arxiv API
Fine Tuning LLM using hugging face AI Train
Hugging Face Spaces
Text summarization NLP Project using arXiv API using arxiv research papers
🔑 Key Techniques:
- Introduction to LLMs and NLP with Hugging Face.
- Tutorial Coverage: Transformer Library, Pipelines for Sentiment Analysis, Text Classification, Text Generation, and Question Answering.
- Advanced Skills: Fine-tuning LLMs.
- Practical Use: Hugging Face Spaces, GPT, BERT, and Tokenization.
- Project Proficiency: Leverage AI models from Hugging Face, OpenAI, Llama 3.
- API Integration: Use arXiv API for summarizing academic papers.
- Outcome: Gain essential NLP and data science skills.
Hands-On Hugging Face Tutorial | Transformers, AI Pipeline, Fine Tuning LLM, GPT, Sentiment Analysis
Online | Pre-recorded | đź•’ 15 min.
Hands-On Tutorial LLM
Watch this 15-minute video to jumpstart your journey in NLP and LLM models with Hugging Face!
