Principal Component Analysis in Tamil #machinelearningtamil #datasciencetamil #learnintamil

PCA with math under 15 minutes! 0:00 - Introduction 0:30 - Usecase of the session 0:55 - PCA definition 1:43 - Dimensionality reduction 3:15 - Why PCA? 4:33 - Principal Components 5:55 - Step1 - Standardisation 6:25 - Step 2 - Covariance Matrix 8:52 - Step 3 - Eigen vectors of Covariance Matrix 13:58 - Data Projection on Principal components 14:58 - Dataset Pattern Analysis 15:52 - PCA Summary Python in 10 videos -    • Python in 10 videos   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...   Statistics Playlist -    • Statistics for Data science [EPISODE -01] ...   Machine learning series -    • Machine learning மெதுவாக!   ANN to LLMs(Deep Learning) -    • Activation functions in Tamil #deeplearnin...   #DataScience #DataScienceTamil #BigDataTamil #TamilTech #TamilTutorials #TamilITProfessionals #TamilDataScienceChannel #MachineLearningTutorial #EngineeringStudents #TamilEngineeringStudents #ITCareerTamil #TechJobsTamil #LearnInTamil #TamilTechChannel #machinelearningtamil #pca #principalcomponentanalysisinTamil #eigenvector #eigenvaluesandeigenvectors #unsupervisedlearning