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AISSMS IOIT TY PRACTICALS - AI&DS

A GitHub Organisation for managing Practicals for TY

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  1. 001-mlops 001-mlops Public

    001-mlops-practical: First Practical for MLOPS. "Setting Up a Verson Control System"

  2. 001-nlp 001-nlp Public

    001-nlp-practical: NLP Practical. "Using Python to understand morphology"

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  3. 001-dll 001-dll Public

    Develop a program to build and train a feedforward neural network from scratch using a deep learning framework like Tensorflow, keras etc

    Jupyter Notebook

  4. 002-dll 002-dll Public

    Multiclass classification using Deep Neural Networks: Example: Use the OCR letter recognition dataset

    Jupyter Notebook

  5. 002-mlops 002-mlops Public

    Model Training and Versioning

    Jupyter Notebook

  6. 003-dll 003-dll Public

    Binary classification using Deep Neural Networks Example: Classify movie reviews into "positive" reviews and "negative" reviews, just based on the text content of the reviews. Use IMDB dataset

    Jupyter Notebook

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