YoVDO

HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning

Offered By: Python Engineer via YouTube

Tags

Python Courses Machine Learning Courses Deep Learning Courses TensorFlow Courses Sentiment Analysis Courses PyTorch Courses Fine-Tuning Courses

Course Description

Overview

Dive into a comprehensive tutorial on HuggingFace and the Transformers library, covering essential topics like sentiment analysis pipelines, the Model Hub, and fine-tuning models. Learn to implement powerful NLP pipelines using state-of-the-art models, explore PyTorch integration for classification tasks, and discover techniques for saving and loading models. Gain hands-on experience with the Model Hub and master the process of fine-tuning models for specific tasks. Perfect for developers looking to enhance their skills in natural language processing and leverage the popular HuggingFace ecosystem.

Syllabus

- Introduction
- Pipeline
- Model And Tokenizer
- PyTorch classification
- Saving And Loading
- Model Hub
- Fine Tuning


Taught by

Python Engineer

Related Courses

Creative Applications of Deep Learning with TensorFlow
Kadenze
Creative Applications of Deep Learning with TensorFlow III
Kadenze
Creative Applications of Deep Learning with TensorFlow II
Kadenze
6.S191: Introduction to Deep Learning
Massachusetts Institute of Technology via Independent
Learn TensorFlow and deep learning, without a Ph.D.
Google via Independent