BERT Model | Transfer Learning | Deep Learning - Neural Networks | Machine Learning | NLP | Part 2/3
BERT is the swiss army knife solution for 11+ of the most common NLP tasks. It has an insane understanding of 70+ global languages, including English. So, with Transfer Learning, we may use BERT as our base model, and fine-tune it for our specific NLP problem, like: sentiment analysis, article summarization, fake news detection, etc. With this, we have a production ready highly accurate model in no time.
In this three part learning series, we shall discuss:
Basic intuition behind Transfer Learning, link: • Introduction to Transfer Learning | M...
Deep-dive into Google’s BERT Model for NLP: • BERT Model | Transfer Learning | Deep... , and finally,
Build a Fake News Detection Model, using the pre-trained BERT Model: • Fake News Detection Project with BERT...
Happy learning :)
🔥 Resources:
Project files: https://drive.google.com/drive/folder...
🔥 Our other popular ML Projects:
1. Sentiment Analysis Project using LSTM: • Sentiment Analysis with LSTM | Deep L...
2. Sentiment Analysis Project (End-to-end) with ML Model Building + Deployment (using Flask):
---- a. Model Building: • Sentiment Analysis Machine Learning P... (Part-1)
---- b. Model Deployment: • PIP + Virtual Environment | Flask Dep... (Part-2)
3. Sentiment Analysis Project using Traditional ML: • Sentiment Analysis Project using Mach...
4. Analytics-enabled Marketing: • Marketing Analytics Project using Mac...
5. Credit Scoring Project: • Credit Scoring Project using Machine ...
6. Face Recognition Project: • Face Detection Machine Learning Proje...
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