Natural Language Processing (NLP) Courses and Certifications

Edan Meyer

AlphaCode Explained - AI Code Generation

Explore DeepMind's AlphaCode, a powerful AI model for code generation. Learn its workings, competitive programming applications, and key insights from recent research.

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

HuggingFace

The Future of Natural Language Processing

Explore transfer learning in NLP, covering model efficiency, generalization, fine-tuning, and inductive biases. Gain insights into current trends and future directions from HuggingFace's science lead.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Pinecone

Search Like You Mean It - Semantic Search with NLP and a Vector Database

Explore semantic search using NLP and vector databases in this hands-on workshop. Learn to build efficient search applications with practical examples and expert insights.

• YouTube
• 1 hour
• On-Demand
• Free Video

Web Dev Simplified

Build a Voice Recognition Ecommerce App with Alan AI

Learn to integrate voice recognition into an e-commerce app using Alan AI and React. Enhance accessibility and user experience with step-by-step guidance on implementing voice interactions.

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

Serrano.Academy

Training Latent Dirichlet Allocation: Gibbs Sampling - Part 2

Explore Gibbs sampling for training Latent Dirichlet Allocation models, learning to sort documents into topics efficiently through practical exercises and in-depth explanations.

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

Serrano.Academy

Latent Dirichlet Allocation - Part 1

Explore Latent Dirichlet Allocation, a powerful machine learning technique for sorting documents by topic. Learn its principles, applications, and implementation in this comprehensive tutorial.

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

Alexander Amini;  MIT

MIT 6.S191 - Automatic Speech Recognition

Explore automatic speech recognition with Rev.com experts, covering data selection, speech input processing, and advanced ASR techniques like attention-based models and language modeling.

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

DigitalSreeni

Text Prediction Using LSTM

Learn to train LSTM networks for English text prediction, covering data preparation, model architecture, and character-level forecasting techniques.

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

James Briggs

Intro to Sentence Embeddings with Transformers

Learn to create and apply sentence embeddings using transformers for semantic similarity tasks, exploring models like BERT and GPT for advanced natural language processing applications.

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

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 Video

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 Video

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 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

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 Video

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 Video