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NLP by Vinod

A structured public journey from NLP fundamentals to real-world AI systems.

Vinod Codes is where I document my learning in AI, Machine Learning, Deep Learning, Natural Language Processing, Generative AI, and practical projects.

The main series here is NLP by Vinod — a learner-builder journey where I explain concepts with intuition, Python examples, mistakes, GitHub work, and honest implementation notes.

Start here: follow the Foundations Track first, then move into deep learning, transformers, projects, and real-world NLP systems.
NLP Foundations Python for NLP Machine Learning Deep Learning Real Projects
Start with the NLP Roadmap View GitHub Repository

PyTorch for Deep Learning - From Tensors to ANN Training

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NLP by Vinod - Deep Learning PyTorch Foundations PyTorch for Deep Learning - From Tensors to ANN Training. After NLP libraries, I moved into deep learning foundations and learned how PyTorch helps build neural networks using tensors, autograd, training loops, DataLoader, GPU training and hyperparameter tuning. PyTorch Tensors Autograd ANN
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