Скачать или смотреть 🔥 LSTM Next Word Prediction | NLP Project Step-by-Step Tutorial | Hindi

🎯 End-to-End Next Word Prediction | Text Preprocessing + LSTM in PyTorch on Medium Articles Dataset

💻 My Kaggle Profile:
🔗 https://www.kaggle.com/codingloading

💻 My GitHub Repository:
🔗 https://github.com/DataScientist00

📁 Dataset Source:
🔗 https://www.kaggle.com/datasets/doria...

💻 Explore the Full Project Code:
https://www.kaggle.com/code/codingloa...

📌 In this video, I walk you through a complete deep learning pipeline for next word prediction using an LSTM network built in PyTorch. The project is based on the Medium Articles Dataset from Kaggle. We start with text cleaning and tokenization, then move on to creating input sequences (X, Y) for language modeling.

Next, we build and train an LSTM model for predicting the next word in a sentence — a fundamental concept in natural language processing (NLP). Finally, we demonstrate how the model performs on custom inputs and how it can be extended for real-world applications.

📊 Whether you're exploring NLP basics, building your first LSTM in PyTorch, or simply looking for a hands-on NLP project, this video covers everything from data preprocessing to model prediction.

🧠 What You’ll Learn:
✅ Preparing text data for sequence modeling
✅ Tokenization & creating input-output pairs (X, Y)
✅ Building and training an LSTM model in PyTorch
✅ Predicting the next word in a sequence
✅ Insights into language modeling workflows
✅ Working with real-world textual data from Medium articles

🚀 Ideal For:
📚 NLP Enthusiasts
🧠 Deep Learning Beginners
💡 AI & ML Learners
📈 Data Science Students
💻 Anyone exploring text-based deep learning

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