[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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Kindly Note : There are different collection of CS3352 Foundations of Data Science study materials are listed below. Based on your requirement choose the suitable material for your preparation.

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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