Published inAiChefSucceeding in Data Science — Chapter 4 DevelopmentFrom author of the book, Understanding Deep Learning.Nov 25, 20211Nov 25, 20211
Published inAiChefSucceeding in Data Science — Chapter 3 TheoryData science is a vast field. It has several methods, algorithms, and techniques. Call them tools.Aug 6, 2021Aug 6, 2021
Published inAiChefSucceeding in Data Science — Chapter 2 ExcellenceFrom the author of the book, Understanding Deep Learning.Jul 8, 20211Jul 8, 20211
Published inAiChefSucceeding in Data Science — Chapter 1 PassionFrom the author of the book, Understanding Deep Learning.Jun 22, 2021Jun 22, 2021
Published inTowards Data ScienceRules-of-thumb for building a Neural NetworkIn this article, we will get a starting point to build an initial Neural Network. We will learn the thumb-rules, e.g. the number of hidden…Jul 22, 20194Jul 22, 20194
Published inTowards Data ScienceBuild the right Autoencoder — Tune and Optimize using PCA principles. Part IIIn continuation of Part I, here we will define and implement custom constraints for building a well-posed Autoencoder. A well-posed…Jul 12, 201910Jul 12, 201910
Published inTowards Data ScienceBuild the right Autoencoder — Tune and Optimize using PCA principles. Part IHere we will learn the desired properties in Autoencoders derived from its similarity with PCA. From that, we will build custom…Jul 12, 20192Jul 12, 20192
Step-by-Step Guide to Install and Setup Tensorflow 2.0Due its ease-of-use, efficiency, and cross-compatibility TensorFlow 2.0 is going to change the landscape of Deep Learning. Here we will…Jun 14, 20195Jun 14, 20195
Published inTowards Data ScienceStep-by-Step Guide to Install Tensorflow 2.0Due its ease-of-use, efficiency, and cross-compatibility TensorFlow 2.0 is going to change the landscape of Deep Learning. Here we will…Jun 14, 20192Jun 14, 20192
Published inTowards Data ScienceStep-by-step understanding LSTM Autoencoder layersHere we will break down an LSTM autoencoder network to understand them layer-by-layer. We will go over the input and output flow between…Jun 4, 201922Jun 4, 201922
