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In the world of Big Data, where data comes in high volume, high velocity, and variety, making a data-driven business decision become very crucial for business success. Machine Learning models play a significant role in learning algorithms, in turn, these big data into valuable insights. Tensorflow is a relatively new open source machine learning library from Google which simplifies creating complex machine learning models to a great extent, by hiding all the complexities, mathematics and algorithms.