Can LSTMs Predict Movie Reviews? (PyTorch, Word2Vec, LSTMs) [Video]

Sentiment analysis, machine learning project using PyTorch, Word2Vec, and LSTMs. Video includes theory and code! This is a good beginner to intermediate machine learning / deep learning / AI project.

LINKS FROM VIDEO
– https://michaelphammer.com/newsletter/

NEWSLETTER: https://michaelphammer.com/newsletter/

WHERE YOU CAN FIND ME ONLINE:
– https://michaelphammer.com/
– https://github.com/mphammer
– https://www.linkedin.com/in/michaelphammer/

MUSIC: Epidemic Sound

TIMESTAMPS
00:00 – Intro
00:17 – Get the Data
01:03 – Clean the Data
03:31 – Create Word2Vec Embeddings
09:24 – LSTM Theory
11:51 – Model Training
16:26 – Model Evaluation
17:15 – Outro