Word Vectors Courses and Certifications

Natural Language Processing with spaCy

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

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

Graham Neubig

Neural Nets for NLP 2021 - Distributional Semantics and Word Vectors

Explore distributional semantics and word vectors in NLP, covering techniques like skip-grams, CBOW, and advanced methods. Learn to evaluate, visualize, and apply word embeddings effectively.

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

Graham Neubig

CMU Neural Nets for NLP - Distributional Semantics and Word Vectors

Explore distributional semantics and word vectors in NLP, covering techniques like skip-grams, CBOW, and advanced methods for creating and evaluating word embeddings.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Graham Neubig

Neural Nets for NLP 2019 - Word Vectors

Explore word embeddings, their training methods, evaluation techniques, and advanced concepts in natural language processing. Learn to represent words numerically for machine learning applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning 2023

Master cutting-edge neural networks for NLP, from word vectors to Transformers, with hands-on tutorials covering RNNs, attention mechanisms, and modern language models.

• YouTube
• 1 day 5 hours 12 minutes
• On-Demand
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning - Winter 2021

Master neural networks, transformers, and attention mechanisms for text processing, translation, and language generation through Stanford's comprehensive deep learning approach.

• YouTube
• 1 day 7 hours 31 minutes
• On-Demand
• Free Video

Generative AI for Complete Beginners

438 ratings at Udemy

Learn GenAI, LLM, Langchain, Prompt Engineering in a project based approach

• Udemy
• 2 hours 13 minutes
• On-Demand
• Paid Course

Building NLP Pipelines with spaCy

46 ratings at LinkedIn Learning

Learn the essentials of problem-solving with spaCy, the popular, open-source software library for advanced natural language processing.

• LinkedIn Learning
• 1 hour 1 minute
• On-Demand
• Free Trial Available

Natural Language Processing with spaCy & Python - Course for Beginners

In this spaCy tutorial, you will learn all about natural language processing and how to apply it to real-world problems using the Python spaCy library.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

SpaCy for Digital Humanities with Python

Master spaCy for natural language processing in digital humanities projects through comprehensive Python tutorials covering NER, text analysis, and model training.

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

Python Tutorials for Digital Humanities

Named Entity Recognition in Python for Digital Humanities

Master named entity recognition techniques using Python, spaCy, and Gensim to extract structured data from unstructured texts for digital humanities research projects.

• YouTube
• 6 hours 26 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

Strange Loop Conference

Experimental Creative Writing with the Vectorized Word

Explore experimental creative writing using vector representations of language, blending computational techniques with poetic expression for unique semantic and phonological effects.

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

Graham Neubig

Neural Networks for Natural Language Processing 2019

Master neural networks for natural language processing through comprehensive lectures covering word vectors, CNNs, RNNs, attention, parsing, and advanced NLP applications.

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

Graham Neubig

Neural Nets for NLP 2017 - A Simple Exercise - Predicting the Next Word in a Sentence

Explore word prediction techniques, including skip-grams, CBOW, and advanced word vector methods. Learn to describe, count, predict, evaluate, and visualize word relationships in natural language processing.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video