Word Embeddings Courses and Certifications

Computing With Natural Language

Learn advanced techniques like word embeddings, deep learning attention, and more. Build a machine translation model using recurrent neural network architectures.

• Udacity
• 25 hours
• On-Demand
• Paid Course

Devoxx

Word Embeddings from Deep Space Nine using Machine Learning

Explore word embedding techniques using Star Trek Deep Space Nine scripts, from Bag of Words to BERT, with practical insights for production environments.

• YouTube
• 43 minutes
• On-Demand
• Conference Talk

Association for Computing Machinery (ACM)

Quantifying and Reducing Gender Stereotypes in Word Embeddings

Hands-on exploration of gender biases in word embeddings, quantifying stereotypes, and implementing techniques to reduce bias in natural language processing applications.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

UofU Data Science

Neural Classification with Word Embeddings - PyTorch Tutorial

Master neural classification techniques and word embeddings implementation in PyTorch through hands-on practice with essential deep learning concepts and practical applications.

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

UofU Data Science

Word Embeddings - Word2Vec Skip-Gram

Dive into word2vec skip-gram architecture to transform words into meaningful vector representations for natural language processing and machine learning applications.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Natural Language Processing in TensorFlow

6536 ratings at Coursera

Learn to process text, tokenize sentences, and apply RNNs, GRUs, and LSTMs in TensorFlow for natural language processing tasks, including sentiment analysis and poetry generation.

• Coursera
• 23 hours 7 minutes
• On-Demand
• Paid Course

Enhancing the Word Play Game with new functionalities

Enhance your word game with semantic scoring, leaderboards, and Flask server integration for dynamic user interaction and competitive gameplay.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Making a LLM Prediction Game with Node.js and Express

Discover how to build a JavaScript-based LLM prediction game using Node.js and Express, where players guess the model's next word and earn points through semantic similarity.

• CodeSignal
• 8 hours
• On-Demand
• Free Certificate
• 3 courses

Natural Language Processing with Classification and Vector Spaces

4633 ratings at Coursera

This is the Course 1 of the Natural Language Processing Specialization, offered by deeplearning.ai

• Coursera
• 1 day 9 hours 23 minutes
• On-Demand
• Paid Course

Natural Language Processing with Sequence Models

1180 ratings at Coursera

Train neural networks for sentiment analysis, text generation, named entity recognition, and question comparison using advanced NLP techniques like GLoVe embeddings, GRUs, LSTMs, and Siamese models.

• Coursera
• 21 hours 6 minutes
• On-Demand
• Paid Course

Math Behind LLMs, Transformers and Modern Computer Vision

1074 ratings at Udemy

From Multi Head Attention and Embeddings to Transformers, Vision Transformers, Modern Image Segmentation + LLMs and SAM

• Udemy
• 6 hours 57 minutes
• On-Demand
• Paid Course

Deep Learning for Natural Language Processing

375 ratings at Udemy

Master natural language processing fundamentals through word embeddings, sequence models, and transformer architectures like BERT and GPT, with hands-on applications in sentiment analysis and machine translation.

• Udemy
• 11 hours 12 minutes
• On-Demand
• Paid Course

Natural Language Processing Bootcamp in Python

261 ratings at Udemy

Learn the fundamentals of Text Mining and NLP using Text Processing, NLTK, Sentiment Analysis and Neural Networks

• Udemy
• 18 hours 7 minutes
• On-Demand
• Paid Course

Fundamentals of Natural Language Processing

13 ratings at Coursera

Explore the foundations of NLP through probabilistic language models, neural networks, and vector-based meaning representations, learning to implement N-gram models, text classifiers, and word embeddings.

• Coursera
• 1 day 6 minutes
• On-Demand
• Paid Course

Understanding and Applying Text Embeddings

67 ratings at Coursera

Explore text embeddings for classification, clustering, and semantic search. Learn to build Q&A systems using Vertex AI, combining embeddings with LLM capabilities for enhanced text analysis and applications.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course