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 | Machin... Deep-dive into Google’s BERT Model for NLP: • BERT Model | Transfer Learning | Deep Lear... , and finally, Build a Fake News Detection Model, using the pre-trained BERT Model: • Fake News Detection Project with BERT Fine... 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 Learni... 2. Sentiment Analysis Project (End-to-end) with ML Model Building + Deployment (using Flask): ---- a. Model Building: • Sentiment Analysis Machine Learning Projec... (Part-1) ---- b. Model Deployment: • PIP + Virtual Environment | Flask Deployme... (Part-2) 3. Sentiment Analysis Project using Traditional ML: • Sentiment Analysis Project using Machine L... 4. Analytics-enabled Marketing: • Marketing Analytics Project using Machine ... 5. Credit Scoring Project: • Credit Scoring Project using Machine Learn... 6. Face Recognition Project: • Face Detection Machine Learning Project | ... 🔥 Do like, share & subscribe to our channel. Keep in touch: Discord Server: / discord Email: [email protected] Whatsapp: +91-7404139793 Medium: / skillcate GitHub: https://github.com/skillcate Facebook: / mlprojects Instagram: / skillcate
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