Madhu RamiahinAnalytics VidhyaData Monitoring and it’s importanceWhile training machine learning models we always want to maximize(AUC, Precision, Recall, F1 score) or minimize(log loss) our evaluation…Jan 4, 2021Jan 4, 2021
Madhu RamiahThe shift from MySQL to SnowflakeI have always been using mysql from the time I started my under-graduate studies. At those times I was always running mysql queries with…Apr 13, 2020Apr 13, 2020
Madhu RamiahTime Series Analysis- Part IIIn the previous blog we learnt about what a time series looks like and how to know if the data is stationary or not. In this blog we will…Aug 21, 20191Aug 21, 20191
Madhu RamiahTime Series Analysis- Part ITime series analysis is used for a wide variety of applications like stock market analysis, sales forecasting, economic forecasting…Aug 20, 2019Aug 20, 2019
Madhu RamiahCactus Identification using Neural NetsCactus identification problem is a kaggle competition. You can download the data here. The data consists of 32 x 32 size images containing…Aug 14, 2019Aug 14, 2019
Madhu RamiahMachine Learning & Deep Learning AlgorithmsIf you are looking to learn machine learning/deep learning, then you can read my blogs in the following orderAug 9, 2019Aug 9, 2019
Madhu RamiahIntroduction to Ensembling techniques- BoostingIn my previous blog, we talked about an ensembling technique bagging. In this blog we will talk about another method- boosting. Boosting…Aug 5, 2019Aug 5, 2019
Madhu RamiahMachine Learning Basics-Linear RegressionWe have learnt about a lot of machine learning classification algorithms in my previous blogs. In this blog, we are going to look into…Jul 18, 2019Jul 18, 2019
Madhu RamiahinAnalytics VidhyaBi-directional RNN & Basics of LSTM and GRUWe discussed about the vanishing and exploding gradients in my previous blog about Recurrent Neural Networks. In this blog we will talk a…Jul 9, 2019Jul 9, 2019
Madhu RamiahNeural Network vs New Born BabyHaving a 1 year old at home, I have never related to Neural Networks more than now. If you wonder how I can relate both, this blog will…Jul 8, 2019Jul 8, 2019
