Hugging Face Courses and Certifications

AI Text Summarization with Hugging Face

36 ratings at LinkedIn Learning

Learn how to use text summarization with the Hugging Face AI.

• LinkedIn Learning
• 2 hours 6 minutes
• On-Demand
• Free Trial Available

Working with Llama 3

Explore the latest techniques for running the Llama LLM locally, fine-tuning it, and integrating it within your stack.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Google Cloud Professional Machine Learning Engineer Cert Prep: 4 Developing ML Models

14 ratings at LinkedIn Learning

Learn about developing machine learning models in preparation for the Google Professional Machine Learning Engineer certification exam.

• LinkedIn Learning
• 1 hour 30 minutes
• On-Demand
• Free Trial Available

Question Answering in Azure AI - Custom and Prebuilt Solutions - Episode 49

Explore Question Answering with demos on custom and prebuilt solutions. Learn to build bots, understand document types, and discover future developments. Includes hands-on machine learning project using Azure.

• YouTube
• 2 hours 3 minutes
• On-Demand
• Free Video

rupert ai

Masked Language Modelling - Retraining BERT with Hugging Face Trainer - Coding Tutorial

Practical guide to retraining BERT for masked language modeling using Hugging Face Trainer on the Microsoft Research Sentence Completion Challenge, with step-by-step Python implementation and performance evaluation.

• YouTube
• 32 minutes
• On-Demand
• Free Video

rupert ai

Masked Language Modelling with Hugging Face - Microsoft Sentence Completion - Coding Tutorial

Practical guide to applying Hugging Face language models for sentence completion, covering masked language modeling, data inspection, model application, and performance evaluation.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Software Engineering Courses - SE Courses

Stable Diffusion Google Colab - Continue, Directory, Transfer, Clone, Custom Models, CKPT SafeTensors

Learn to use Google Colab for Stable Diffusion: set up, train models, generate images, transfer projects, use custom files, and integrate with Hugging Face. Explore advanced techniques for AI image generation.

• YouTube
• 28 minutes
• On-Demand
• Free Video

James Briggs

SPLADE - The First Search Model to Beat BM25

Explore SPLADE, a groundbreaking sparse embedding model for AI-powered search. Learn its advantages over traditional methods, implementation techniques, and potential future developments in vector search technology.

• YouTube
• 29 minutes
• On-Demand
• Free Video

James Briggs

How to Build an AI-Powered Video Search App

Learn to build an AI-powered video search app using YouTube data, Pinecone, and Streamlit. Covers data collection, enhancement, indexing, and querying, with practical code examples and implementation steps.

• YouTube
• 22 minutes
• On-Demand
• Free Video

1littlecoder

YouTube Video Transcript Summarizer - Hugging Face Speech-to-Text ASR - Video Summarizer Project

Learn to build a YouTube video summarizer using Python, Hugging Face ASR, and text summarization techniques. Covers audio extraction, speech-to-text conversion, and transcript summarization with live demo.

• YouTube
• 27 minutes
• On-Demand
• Free Video

1littlecoder

What Is Hugging Face - Crash Course - ML Products for Beginners

Comprehensive overview of Hugging Face's ML ecosystem, covering its company background, key products, and tools for NLP and machine learning, suitable for beginners without coding.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Databricks

Building a Pipeline for State-of-the-Art NLP Using Hugging Face Tools

Learn to build state-of-the-art NLP pipelines using Hugging Face tools. Explore tokenization, transformer networks, and various NLP tasks like sentiment analysis and question answering.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Data Science Dojo

Building and Deploying a Semantic Search Engine on Hugging Face

Build and deploy a semantic search engine on Hugging Face. Learn NLP techniques, implement search algorithms, and create an API. Gain practical skills in context-aware search and sentiment analysis.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Sam Witteveen

Fine-Tuning LLMs with PEFT and LoRA

Explore efficient fine-tuning of large language models using PEFT and LoRA techniques, with a focus on practical implementation and uploading to HuggingFace Hub.

• YouTube
• 16 minutes
• On-Demand
• Free Video

1littlecoder

PyTorch NLP Model Training and Fine-Tuning on Colab TPU Multi-GPU with Accelerate

Learn to train and fine-tune PyTorch NLP models on Colab TPU using Hugging Face's Accelerate library for efficient multi-GPU/TPU implementation with minimal code changes.

• YouTube
• 23 minutes
• On-Demand
• Free Video