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Basics of TensorFlow and keras

Basics of PyTorch

Neural networks

Saving and Loading models

Time series forecasting

Time series regression and exploratory data analysis toolkits

Implementation of Machine Learning and Deep learning

Version controlling tools for data science projects

Case studies of data science projects

Syllabus - Introduction to Toolkits for Data Science (CD503 (C))

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