Building Smarter Models with Transfer Learning : A practical guide

In current technical era, as we know AI ML is everywhere like air and Data is the lifeblood of that. But, as I mentioned in the previous blog on Data Augmentation, from row data to stage that data for ML training is not only challenging but also time consuming. Sometimes we dont have enough data and sometimes we train the ML model for specific purpose for which already been trained by someone else better. At that moment, what if we can leverage the pre-trained models, fine tune that and can get it predicting results for our business needs. Transfer learning is a powerful technique in machine learning that enables us to build accurate models with much less data and computation.