[PDF] CS3352 Foundations of Data Science (FDS) Books, Lecture Notes, 2 marks with answers, Important Part B 16 Marks Questions, Question Bank & Syllabus

Download CS3352 Foundations of Data Science (FDS) Books Lecture Notes Syllabus Part-A 2 marks with answers CS3352 Foundations of Data Science Important Part-B 16 marks Questions, PDF Books, Question Bank with answers Key, CS3352 Foundations of Data Science Syllabus & Anna University CS3352 Foundations of Data Science Question Papers Collection.

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“CS3352 Foundations of Data Science Notes, Lecture Notes, Previous Years Question Papers “

“CS3352 Foundations of Data Science Important 16 marks Questions with Answers”

“CS3352 Foundations of Data Science Important 2 marks & 16 marks Questions with Answers”

“CS3352 Foundations of Data Science Important Part A & Part B Questions”

“CS3352 Foundations of Data Science Syllabus, Local Author Books, Question Banks”

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CS3352 Foundations of Data Science (FDS) Notes Part A & Part B Important Questions with AnswersCS3352 Foundations of Data Science

CS3352 Foundations of Data Science – Study Materials – Details

Semester 03
Department Computer Science and Engineering (ECE)
Year Second Year
Regulation R2021
Subject Code / Name CS3352 Foundations of Data Science (FDS)
Content Syllabus, Question Banks, Local Authors Books, Lecture Notes, Important Part A 2 Marks Questions and Important Part B 16 Mark Questions, Previous Years Anna University Question Papers Collections.
Material Format PDF (Free Download)

CS3352 Foundations of Data Science (FDS) “R2021 – SYLLABUS”

CS3352 FOUNDATIONS OF DATA SCIENCE

UNIT I INTRODUCTION

Data Science: Benefits and uses – facets of data – Data Science Process: Overview – Defining research goals – Retrieving data – Data preparation – Exploratory Data analysis – build the model– presenting findings and building applications – Data Mining – Data Warehousing – Basic Statistical descriptions of Data

 UNIT II DESCRIBING DATA

Types of Data – Types of Variables -Describing Data with Tables and Graphs –Describing Data with Averages – Describing Variability – Normal Distributions and Standard (z) Scores

 UNIT III DESCRIBING RELATIONSHIPS

Correlation –Scatter plots –correlation coefficient for quantitative data –computational formula for correlation coefficient – Regression –regression line –least squares regression line – Standard error of estimate – interpretation of r2 –multiple regression equations –regression towards the mean

 UNIT IV PYTHON LIBRARIES FOR DATA WRANGLING

Basics of Numpy arrays –aggregations –computations on arrays –comparisons, masks, boolean logic – fancy indexing – structured arrays – Data manipulation with Pandas – data indexing and selection – operating on data – missing data – Hierarchical indexing – combining datasets – aggregation and grouping – pivot tables

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 UNIT V DATA VISUALIZATION

Importing Matplotlib – Line plots – Scatter plots – visualizing errors – density and contour plots – Histograms – legends – colors – subplots – text and annotation – customization – three dimensional plotting – Geographic Data with Basemap – Visualization with Seaborn.

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Anna University CS3352 Foundations of Data Science Books Question Banks Lecture Notes Syllabus CS3352 Foundations of Data Science Part A 2 Marks with Answers Part – B 16 Marks Questions with Answers & Anna University CS3352 Foundations of Data Science Question Paper Collection and Local Author Books.

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Lecture Notes

CS3352 Foundations of Data Science Lecture Notes

  • CS3352 Lecture Notes Collection 01 – DOWNLOAD

  • CS3352 Lecture Notes Collection 02 – DOWNLOAD

  • CS3352 Lecture Notes Collection 03 – DOWNLOAD

CS3352 Foundations of Data Science Question Bank Collection

  • CS3352 Question Bank Collection 01 – DOWNLOAD

  • CS3352 Question Bank Collection 02 – DOWNLOAD

CS3352 Foundations of Data Science Question Paper Collection

  • CS3352 Question Paper Collection – DOWNLOAD

Part B – 16 Marks & Student Notes

CS3352 Foundations of Data Science Unit wise 2 Marks, 16 Marks Questions with Answers

  • CS3352 Student Notes Collection 01 – DOWNLOAD

  •  CS3352 Student Notes Collection 02 – DOWNLOAD

  •  CS3352 Student Notes Collection 03 – DOWNLOAD


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