ABSOLUTE BEGINNER Machine Learning NLP Project (Tutorial)

Publicado el: 25 octubre 2022
en el canal de: Smitha Kolan - Machine Learning Engineer

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Comet Model Guide 🔎
https://bit.ly/CometModel

Comet Project Dashboard 🔎
https://bit.ly/cometProject

Machine learning projects are a crucial aspect of learning ML, and most importantly they are a huge part of becoming a machine learning engineer. Doing projects helps you to build your knowledge of ML and also helps to showcase what you have learned as well.

This is a complete tutorial for a natural language processing model which is able to classify imdb movie reviews as either positive or negative. We will also be making use of the Comet platform in order to visualize our model results as well as the model pipeline.

🔑 TIMESTAMPS
================================
00:00 - Intro
00:27 - Comet Platform
02:43 - Start of project
04:21 - Comet API key
05:20 - Set model type & data
06:15 - Set up tokenizer
07:35 - Set up transformer
07:54 - Evaluation function
12:07 - Traning Hugging face Model
14:13 - Comet Platform walkthrough
20:34 - Conclusion

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