Data Science for Engineers IITM
#49 K - means Implementation in R | Data Science for Engineers
Data Science for Engineers IITM
#48 K - means Clustering | Data Science for Engineers
Data Science for Engineers IITM
#47 K - Nearest Neighbors Implementation in R | Data Science for Engineers
Data Science for Engineers IITM
#46 K - Nearest Neighbors (kNN) | Data Science for Engineers
Data Science for Engineers IITM
#50 Data Science for Engineers - Summary | Data Science for Engineers
Data Science for Engineers IITM
#41 Classification | Data Science for Engineers
Data Science for Engineers IITM
#40 Multiple Linear Regression Modelling Building & Selection | Data Science for Engineers
Data Science for Engineers IITM
#39 Cross Validation | Data Science for Engineers
Data Science for Engineers IITM
#42 Logisitic Regression | Part 1 | Data Science for Engineers
Data Science for Engineers IITM
#45 Logistic Regression Implementation in R | Data Science for Engineers
Data Science for Engineers IITM
#43 Logisitic Regression | Part 2 | Data Science for Engineers
Data Science for Engineers IITM
#44 Performance Measures | Data Science for Engineers
Data Science for Engineers IITM
#35 Simple Linear Regression Model Building | Data Science for Engineers
Data Science for Engineers IITM
#38 Multiple Linear Regression | Data Science for Engineers
Data Science for Engineers IITM
#37 Simple Linear Regression Model Assessment | Part 2 | Data Science for Engineers
Data Science for Engineers IITM
#31 Module :Predictive Modelling | Data Science for Engineers
Data Science for Engineers IITM
#36 Simple Linear Regression Model Assessment | Part 1 | Data Science for Engineers
Data Science for Engineers IITM
#32 Linear Regression | Data Science for Engineers
Data Science for Engineers IITM
#33 Model Assessment | Data Science for Engineers
Data Science for Engineers IITM
#34 Diagnostics to Improve Linear Model Fit | Data Science for Engineers
Data Science for Engineers IITM
#29 Introduction to Data Science | Data Science for Engineers
Data Science for Engineers IITM
#28 Multivariate Optimization With Inequality Constraints | Data Science for Engineers
Data Science for Engineers IITM
#30 Solving Data Analysis Problems - A Guided Thought Process | Data Science for Engineers
Data Science for Engineers IITM
#27 Multivariate Optimization With Equality Constraints | Data Science for Engineers
Data Science for Engineers IITM
#23 Optimization for Data Science | Data Science for Engineers
Data Science for Engineers IITM
#25 Unconstrained Multivariate Optimization | Part 2 | Data Science for Engineers
Data Science for Engineers IITM
#24 Unconstrained Multivariate Optimization | Part 1 | Data Science for Engineers
Data Science for Engineers IITM
#26 Gradient(Steepest) Descent & Learning Rule | Data Science for Engineers
Data Science for Engineers IITM
#19 Statistical Modelling | Data Science for Engineers
Data Science for Engineers IITM
#22 Hypotheses Testing | Data Science for Engineers
Data Science for Engineers IITM
#21 Sample Statistics | Data Science for Engineers
Data Science for Engineers IITM
#20 Random Variables & Probability Mass/Density Functions | Data Science for Engineers
Data Science for Engineers IITM
#14 Solving Linear Equations | Part 2 | Data Science for Engineers
Data Science for Engineers IITM
#15 Linear Algebra: Distance, Hyperplanes, Eigenvalues & Eigenvectors | Data Science for Engineers
Data Science for Engineers IITM
#18 Linear Algebra: Distance, Hyperplanes, Eigenvalues & Eigenvectors | Part 3
Data Science for Engineers IITM
#12 Linear Algebra for Data science | Data Science for Engineers
Data Science for Engineers IITM
#17 Linear Algebra: Distance, Hyperplanes, Eigenvalues & Eigenvectors | Part 2
Data Science for Engineers IITM
#16 LinearAlgebra:Distance,Hyperplanes,Eigenvalues&Eigenvectors|Part 1|Data Science for Engineers
Data Science for Engineers IITM
#13 Solving Linear Equations | Part 1 | Data Science for Engineers
Data Science for Engineers IITM
#1 Data Science for Engineers: Course Philosophy & Expectations
Data Science for Engineers IITM
#3 Introduction to R | Part II | Data Science for Engineers
Data Science for Engineers IITM
#2 Introduction to R | Part I | Data Science for Engineers
Data Science for Engineers IITM
#7 Arithmetic,Logical & Matrix Operations in R | Data Science for Engineers
Data Science for Engineers IITM
#10 Control structures | Data Science for Engineers
Data Science for Engineers IITM
#4 Variables & Datatypes in R | Data Science for Engineers
Data Science for Engineers IITM
#8 Advanced Programming in R:Functions | Part 1 | Data Science for Engineers
Data Science for Engineers IITM
#9 Advanced Programming in R:Functions | Part 2 | Data Science for Engineers
Data Science for Engineers IITM
#6 Recasting & Joining of Dataframes | Data Science for Engineers
Data Science for Engineers IITM
#11 Data Visualization in R Basic Graphics | Data Science for Engineers
Data Science for Engineers IITM
#5 Data Frames | Data Science for Engineers
Data Science for Engineers IITM
Data Science for Engineers - Introduction