Statistical Machine Learning BAD702
Course Code: BAD702
Credits: 04
CIE Marks: 50
SEE Marks: 50
Total Marks: 100
Exam Hours: 03
Total Hours of Pedagogy: 40H + 10H
Teaching Hours/Weeks: [L:T:P:S] 3:0:2:0
Exploratory Data Analysis: estimates of locations and variability, exploring data distributions, exploring binary and categorical data, exploring two or more variables.
Data and Sampling Distributions: Random sampling and bias, selection bias, sampling distribution of statistic, bootstrap, confidence intervals, data distributions: normal, long tailed, student’s-t, binomial, Chi-square, F distribution, Poisson and related distributions.
Statistical Experiments and Significance Testing: A/B testing, hypothesis testing, resampling, statistical significance & p-values, t-tests, multiple testing, degrees of freedom.
Multi-arm bandit algorithm power and sample size, factor variables in regression, interpreting the regression equation, Regression diagnostics, Polynomial and Spline Regression.
Discriminant Analysis: Covariance Matrix, Fisher’s Linear discriminant, Generalized Linear Models, Interpreting the coefficients and odd ratios, Strategies for Imbalanced Data.
Pls add mqp of this
plz add model question paper
Please add simplified notes and important questions.
can anyone say do we have numericals on this subject pleasee
please upload notes and important questions
Please add model question papers for this subject
This is deadly subject ,please provide model paper atleast , please request vtu to release model paper , we dont have proper notes , above given text book there is no proper headings , if heading is proper we will get idea , again im requesting please release model papers we dont have holiday also to learn , in one day we cant learn, jan 14 th exam is there , 15th one day holiday , 16 th sml exam , how can we learn in one day , another important thing is we are in odd sem (7) there is no make up also , if we get back in any subject , we have to write exam with juniors , that’s not the prblm they will not provide degree certificate also , one year will be wasted so please this time make correction so libreal so that we can pass . thank you
MQP please
Give the important questions from each module to study for the sem exams
Please share the important questions for BAD702(SML for Data Science), We have only 1 day to read this subject So please help us giving model question paper and important questions
imp quesns plz
Sml Imp questions plz
Sir please uplode sml notes and important questions
please upload module wise important questions please asap
please provide important question or mpq
please provide important question
please provide mpq
please please please please please please please please please please please please please please please please please please please please provide important question or mpq
Can you guys please upload Important questions module wise?
Can u upload the model question paper for this subject, otherwise give the some important questions, becouse we have only one day to study this whole subject,
Can u plz upload Imp Questions Module Wise
Can you please provide important questions for BAD702
please upload important questions and answers for this subject we have only one day leave to study this subject
Please give important questions and solutions, as we have a one day holiday to study this subject
please upload SMLDS important questions along with solutions …