Indian institute of madras of BS degree in data science syllabus
maths
1 WEEK 1-Set Theory - Number system, Sets and their operations, Relations and functions - Relations and their types, Functions and their types
2 WEEK 2-Rectangular coordinate system, Straight Lines - Slope of a line, Parallel and perpendicular lines, Representations of a Line, General equations of a line, Straight-line fit
3 WEEK 3-Quadratic Functions - Quadratic functions, Minima, maxima, vertex, and slope, Quadratic Equations
4 WEEK 4-Algebra of Polynomials - Addition, subtraction, multiplication, and division, Algorithms, Graphs of Polynomials - X-intercepts, multiplicities, end behavior, and turning points, Graphing & polynomial creation
stastics
5 WEEK 1 Introduction and type of data, Types of data, Descriptive and Inferential statistics, Scales of measurement
6 WEEK 2 Describing categorical data Frequency distribution of categorical data, Best practices for graphing categorical data, Mode and median for categorical variable
7 WEEK 3 Describing numerical data Frequency tables for numerical data, Measures of central tendency - Mean, median and mode, Quartiles and percentiles, Measures of dispersion - Range, variance, standard deviation and IQR, Five number summary
8 WEEK 4 Association between two variables - Association between two categorical variables - Using relative frequencies in contingency tables, Association between two numerical variables - Scatterplot, covariance, Pearson correlation coefficient, Point bi-serial correlation coefficient
Computational thinking
9 WEEK 1 Variables, Initialization, Iterators, Filtering, Datatypes, Flowcharts, Sanity of data
10 WEEK 2 Iteration, Filtering, Selection, Pseudocode, Finding max and min, AND operator
11 WEEK 3 Multiple iterations (non-nested), Three prizes problem, Procedures, Parameters, Side effects, OR operator
12 WEEK 4 Nested iterations, Birthday paradox, Binning
english
13 Sounds and Words (Vowel and Consonant sounds)
14 WEEK 2 Parts of Speech
15 WEEK 3 Sentences (Phrases and Idioms)
16 WEEK 4 Speaking Skills (Spoken English Preliminaries)
Posted Aug 4, 2025, 11:14 AM UTC
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