Chitta RanjaninAiChefSucceeding in Data Science — Chapter 4 DevelopmentFrom author of the book, Understanding Deep Learning.4 min read·Nov 25, 2021--1--1
Chitta RanjaninAiChefSucceeding in Data Science — Chapter 3 TheoryData science is a vast field. It has several methods, algorithms, and techniques. Call them tools.15 min read·Aug 6, 2021----
Chitta RanjaninAiChefSucceeding in Data Science — Chapter 2 ExcellenceFrom the author of the book, Understanding Deep Learning.7 min read·Jul 8, 2021--1--1
Chitta RanjaninAiChefSucceeding in Data Science — Chapter 1 PassionFrom the author of the book, Understanding Deep Learning.4 min read·Jun 22, 2021----
Chitta RanjaninTowards 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…11 min read·Jul 22, 2019--4--4
Chitta RanjaninTowards 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…9 min read·Jul 12, 2019--10--10
Chitta RanjaninTowards 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…9 min read·Jul 12, 2019--2--2
Chitta RanjanStep-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…8 min read·Jun 14, 2019--5--5
Chitta RanjaninTowards 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…8 min read·Jun 14, 2019--2--2
Chitta RanjaninTowards 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…7 min read·Jun 4, 2019--21--21