Natural Language Processing (NLP) Courses and Certifications

Nicholas Renotte

Build a Comment Toxicity Model with Deep Learning and Python

Learn to detect toxic comments using deep learning and Python. Build a model, prepare data, make predictions, evaluate results, and create a Gradio app for practical application.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Build a Deep Q&A Web App with Transformers and Anvil - Python Deep Learning App

Learn to create a deep learning Q&A web app using Python, Transformers, and Anvil. Covers model loading, app development, integration, and deployment in a hands-on tutorial.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Chris Hay

Getting Started with AI Powered Q&A Using Hugging Face Transformers - HuggingFace Tutorial

Learn to implement AI-powered Q&A using Hugging Face Transformers. Explore BERT, transfer learning, and practical coding with pre-trained models for your own data and solutions.

• YouTube
• 35 minutes
• On-Demand
• Free Online Course

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 Online Course

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 Online Course

rupert ai

Multi-Label Classification on Unhealthy Comments - Finetuning RoBERTa with PyTorch - Coding Tutorial

Learn to finetune RoBERTa for multi-label classification of unhealthy comments using PyTorch Lightning. Practical coding guide covers data preparation, model creation, training, and evaluation.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

rupert ai

Hugging Face Transformers - The Basics - Practical Coding Guides - NLP Models (BERT/RoBERTa)

Learn the basics of Hugging Face Transformers library, including installation, pre-defined pipelines, and implementing models in PyTorch. Explore tokenization, attention masks, and model outputs in this practical coding guide.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

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 Online Course

Nicholas Renotte

Automatic Summarization Using Deep Learning - Abstractive Summarization With Pegasus

Learn to use Pegasus for automatic text summarization with Python and Transformers. Covers installation, model configuration, and summarizing Wikipedia articles, news, and scientific papers.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Build a Simple Language Translation App Using Python for Beginners

Learn to build a language translation app using Python, Hugging Face Transformers, and Gradio. Covers installation, text translation with deep learning, and creating a lightweight ML app interface.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Nicholas Renotte

Build a Grammar Correction Python App with Gramformer and Gradio

Learn to create a Python app for grammar correction using Gramformer and Gradio. Develop skills in deep learning, natural language processing, and app deployment for improved writing assistance.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

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 Online Course

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 Online Course

Keith Galli

Complete Natural Language Processing Tutorial in Python

Comprehensive Python tutorial covering NLP fundamentals, techniques, and state-of-the-art models. Includes practical examples using popular libraries and hands-on implementation of advanced concepts.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

Synthesizer - Rethinking Self-Attention in Transformer Models

Explores alternative attention mechanisms in Transformer models, proposing the Synthesizer model that learns synthetic attention weights without token-token interactions, showing competitive performance across various NLP tasks.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course