Word Embeddings Courses and Certifications

NLP in Python: Probability Models, Statistics, Text Analysis

54 ratings at Udemy

Master Language Models, Hidden Markov Models, Bayesian Methods & Sentiment Analysis for Real-World Applications

• Udemy
• 6 hours 24 minutes
• On-Demand
• Paid Course

Text Mining & NLP

37 ratings at Udemy

Master text mining and NLP techniques including Named Entity Recognition, sentiment analysis, TF-IDF, word embeddings, and text classification to extract valuable insights from unstructured data.

• Udemy
• 16 hours 19 minutes
• On-Demand
• Paid Course

NLP in Engineering: Concepts & Real-World Applications

Master practical NLP techniques and their engineering applications through word embeddings, neural networks, and deep learning models. Implement advanced methods for real-world problem-solving in natural language processing.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Paid Course

Whizlabs

NVIDIA: Fundamentals of NLP and Transformers

Master NLP fundamentals and transformer architectures through hands-on practice with tokenization, word embeddings, sequence models, and self-attention mechanisms for real-world applications.

• Coursera
• 4 hours 25 minutes
• On-Demand
• Paid Course

Embedding Models: From Architecture to Implementation

Explore embedding models' evolution, architecture, and implementation. Learn to build and train dual encoders, understand BERT, and apply models in semantic search and RAG pipelines.

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

Alberta Machine Intelligence Institute

Introduction to Generative AI: Concepts and Techniques

Discover Generative AI fundamentals, from Transformer architecture to practical LLM implementation, while mastering responsible AI practices and ethical considerations.

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

Packt

Natural Language Processing - Deep Learning Models in Python

Master deep learning models for NLP with Python, implementing neural networks, CNNs, and RNNs for text classification, embeddings, and sequential data processing using TensorFlow.

• Coursera
• 10 hours 33 minutes
• On-Demand
• Paid Course

Packt Microcredential

Applied NLP and Generative AI

Master practical NLP and Generative AI skills using Python, from text preprocessing to transformer fine-tuning and deploying real-world applications like chatbots.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Coursera

Create Chatbots & NLP Apps

Master chatbot development with RAG systems, dialog optimization, named entity recognition, and text vectorization techniques for intelligent customer interactions.

• Coursera
• 3 hours 40 minutes
• On-Demand
• Paid Course

Stanford CS224U - Natural Language Understanding - Spring 2021

Explore advanced NLP techniques including transformers, BERT, sentiment analysis, and grounded language understanding through Stanford's project-oriented graduate curriculum.

• YouTube
• 13 hours 18 minutes
• On-Demand
• Free Video

Deep Learning Foundations: Natural Language Processing with TensorFlow

500 ratings at LinkedIn Learning

Learn foundational deep learning techniques to classify, predict, and generate text using different neural networks.

• LinkedIn Learning
• 1 hour 48 minutes
• On-Demand
• Free Trial Available

3Blue1Brown

Visual Introduction to Transformers and GPTs - Deep Learning Chapter 5

Visual introduction to transformers and GPTs, covering key concepts like word embeddings, deep learning premise, and softmax. Explores the inner workings of these models with clear animations and explanations.

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

Recurrent Neural Networks

143 ratings at LinkedIn Learning

Learn the basics of recurrent neural networks to get up and running with RNN quickly.

• LinkedIn Learning
• 1 hour 7 minutes
• On-Demand
• Free Trial Available

Learn to build basic language models in Python, including bag-of-words, tf-idf, and word embeddings. Develop skills for measuring word similarity and determining document importance.

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

Microcredential

Build Chatbots with Python

Master Python chatbot development from rule-based systems to advanced generative AI models using NLP, machine learning, and deep learning techniques.

• Codecademy
• 29 hours
• On-Demand
• Free Trial Available