Lalit Kishore VyasAttention — Deep Learning — In Easy Digestible theoryPART — 1Apr 23, 2020Apr 23, 2020
Lalit Kishore VyasinAnalytics VidhyaWord2Vec — CBOW & Skip-gram : Algorithmic OptimizationsEasy digestible + Small & Crisp:Jan 25, 20201Jan 25, 20201
Lalit Kishore VyasAutoencoders — Deep LearningBasically it is a Neural Net(NN) that performs dimensionality for you like PCA & tSNE but it is NN based approach. Let’s suppose we have a…Jan 24, 2020Jan 24, 2020
Lalit Kishore VyasinDataDrivenInvestorSampling Distribution & Central Limit Theoremwhat is sample distribution?Jan 23, 2020Jan 23, 2020
Lalit Kishore VyasSymmetric distribution, Skewness and KurtosisAs we are given the above parameters we can visualize how the distribution will look like.Jan 22, 2020Jan 22, 2020
Lalit Kishore VyasGaussian/Normal distribution & it’s PDF (Probability Density Function) for Machine Learning:Let’s say x is a continuous variable and it’s the distribution (PDF) like a bell-shaped curve, then we can say x has a distribution which…Jan 22, 2020Jan 22, 2020
Lalit Kishore VyasLearn Decision Trees with Kaggle ExampleEasy Digestible Theory + Kaggle Example = Become KagglerApr 23, 2019Apr 23, 2019
Lalit Kishore VyasHow a Person taught the World to brush their teeth — story of PepsodentFrom 7% to 65% of USA’s people starting brushingMar 11, 20191Mar 11, 20191
Lalit Kishore VyasCrontab/Cronjob-Automation-Want to run your python script again & again like after every 10/20…Let’s look into some of the basics first :DFeb 23, 2019Feb 23, 2019