Tathagat DasguptainTowards Data ScienceModel Tuning & Feature Engineering using XGBoostIn this article I will be discussing data-preprocessing techniques, which add on to my previous series of Tensorflow for beginners posts…Jul 30, 2019Jul 30, 2019
Tathagat Dasguptainthe ML blogGenerative Adversarial Networks using TensorflowWelcome back to the Tensorflow series!!Aug 29, 2018Aug 29, 2018
Tathagat DasguptainTowards Data ScienceGenerative Adversarial Networks using TensorflowThis post is a primer on Generative Adversarial Networks or simply called GANs.Aug 28, 20181Aug 28, 20181
Tathagat Dasguptainthe ML blogDeep AutoEncoders Using TensorflowWelcome back to the Tensorflow series!!Aug 7, 2018Aug 7, 2018
Tathagat DasguptainTowards Data ScienceDeep Autoencoders using TensorflowIn this tutorial, we will be exploring an unsupervised learning neural net called Autoencoders.Jul 31, 20188Jul 31, 20188
Tathagat Dasguptainthe ML blogTime-Series Analysis Using Recurrent Neural Networks in TensorflowWelcome back to click-bait for our next tutorial on the tensorflow series!Jun 29, 20184Jun 29, 20184
Tathagat DasguptaTime-Series Analysis Using Recurrent Neural Networks in TensorflowIn this post we will be discussing about what recurrent neural networks are and how do they function. Moreover, we will code out a simple…Jun 29, 2018Jun 29, 2018
Tathagat Dasguptainthe ML blogMultivariate Regression Using Deep Neural Networks in TensorflowIn this post, we will be discussing a multivariate regression problem and solving it using Google’s deep learning library tensorflow.Jun 19, 20184Jun 19, 20184
Tathagat Dasguptainthe ML blogConvolutional Neural NetworksConvolutional neural networks are a sub-category of neural networks that have proved to be extremely effective in arduous tasks such as…Feb 20, 2018Feb 20, 2018
Tathagat Dasguptainthe ML blogText Classification Using Machine LearningDiversity : the art of thinking independently together — Malcolm ForbesMay 26, 2017May 26, 2017