Statistics for Data Science [Ep - 4]-Normalization & Standardization | Z Score MinMax Scaler | Tamil

Understand what's and why's of Standardization & Normalization, ace the data science interview questions. BOOK 1:1 FOR DATA JOB GUIDANCE - https://topmate.io/keerthana_selvam 0:00 - Introduction 0:25 - Use case 0:40 - dataset visualization 1:00 - Histograms 3:13 - data distribution 3:56 - Gaussian/Normal distribution 4:50 - Gaussian Features 7:17 - Gaussian distribution example 9:52 - z score 12:21 - Standardization 13:38 - Why Standardization? 15:25 - Normalization 16:03 - Min Max Scaler 17:18 - Normalization Vs Standardization 19:04 - Feature Scaling Statistics Playlist -    • Statistics for Data science [EPISODE -01] ...   Data Science Career Transition: Data Analyst vs Data Scientist vs Data Engineer. Watch here -    • Start your Data Science Career: Become a D...   Understanding the data Science Project Lifecycle & Stages Watch here -    • Understanding the data Science Project Lif...   Types of machine Learning with song recommendation example Watch here -    • Supervised vs Unsupervised vs Semi-Supervi...   Cross validation & types -    • What why and how of Cross Validation & its...   MLOPS from scratch -    • Machine Learning Operations (MLOPS) in Tam...   Machine learning setup -    • Machine Learning Setup - Python/Environmen...   #datascience #maths #statistics #machinelearnig #deeplearning #datasciencebasics #datascienceforbeginners #simple #fresher #beginners #STATISTICS #Tamil #thamil #தமிழ் #histograms #histogram #datadistribution #normaldistribution #gaussiandistribution #bellcurve #mean #median #mode #unimodal #symmetry #empiricalrule #68-95-99.7 #zscore #standardnormaldistribution #standardisation #standardization #standardise #standardize #normalisation #normalization #normalise #normalize #minmaxscaler #featurescaling #dataanalysis #datanalytics #datascience #data