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Semester 63 CreditsReg 2021Code: 21CSC304P

Data Science

Data Science covers the full data science lifecycle, exploratory statistical analysis, supervised prediction, clustering, dimensionality reduction, distributed big data architectures, and ethical data governance under SRMIST Regulation 2021.

Analyze in MintAI ForecastHistorical Exam Evidence
Verified Papers
5
SRMIST Historical Exams
Exam Questions
151
Cataloged & Structured
Syllabus Units
5
Authoritative Taxonomy
Curriculum Scope
Active
SRMIST B.Tech Reg 2021
Assessment Architecture & Syllabus Scope
Cycle Test 1 (Formative Test 1)CT1
Evaluates syllabus Units 1 & 2.
Covers foundational concepts from Units 1 and 2.
Cycle Test 2 (Formative Test 2)CT2
Evaluates syllabus Units 3 & 4.
Covers intermediate applications from Units 3 and 4.
Semester University ExaminationEndSem
Evaluates syllabus Units 1 through 5.
Covers comprehensive syllabus across Units 1 through 5.

Syllabus Units & Topics

Authoritative SRMIST curriculum breakdown organized by unit and topic.

Curriculum Units (5 Units)
•
Data Science Lifecycle and Workflow
PYQs
NumPy for High-Performance Vector Computations
PYQs
Pandas DataFrames and Series Operations
PYQs
Data Cleaning, Missing Value Imputation, and Normalization
PYQs
Data Transformation, Reshaping, and Feature Extraction
PYQs
Descriptive Statistics and Measures of Dispersion
PYQs
Exploratory Visualization with Matplotlib and Seaborn
PYQs
Probability Distributions in Data Analysis (Normal, Binomial)
PYQs
Hypothesis Testing, P-Values, and Confidence Intervals
PYQs
Correlation, Covariance, and Bivariate Analysis
PYQs

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