GDG Baroda

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Demystifying NLP: The Evolution of Text Embeddings

We're excited to bring you a hands-on session by GDG Baroda that explores one of the most critical foundations of modern Natural Language Processing—text encoding techniques!

Join Dr. Jaideepsinh Raulji, Assistant Professor and NLP Researcher, as he walks us through the practical evolution from traditional sparse representations to modern, dense contextual embeddings like Word2Vec and BERT.

Key Takeaways:
📌 How machines actually understand language
📌 Practical implementation using Python (BoW, TF-IDF, Word2Vec, BERT)
📌 Performance benchmarking of different embeddings
📌 Real-world NLP classification workflows
Whether you're a data scientist, developer, student, or AI enthusiast, this workshop will strengthen your understanding of the models behind intelligent systems—and how to choose the right embedding for your next NLP project.

📅 Date: 22nd June, 2025
⏰ Time: 10 AM – 12 PM
📍 Location: AV DEVS Solutions, Vadodara

🔗 Register now: https://bit.ly/3SQiGmQ
Let’s decode the language of machines—together