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This Notebook demonstrates modelling regression problems using Neural Networks with TensorFlow. Neural Networks can approximate non-linear relationships within dataset.They can be used for regression problems as well as classification problems.
TensorFlow Fundamentals
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This post demonstrate the fundamental concepts in TensorFlow. TensorFlow is an end-to-end open souce Machine learning framework developed by Google. It can be used to implement complex deep learning models using inbuilt methods. It also blends very nicely with NumPy so we can use the Numpy Arrays in TensorFlow. This is one of the first post in the Deep learning with TensorFlow series.
Pandas Data Analysis Basics Tutorial
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This tutorial demonstrates data analysis using example from two data sets using the Pandas Library. All the important operations are described in markdown cells.