E X E L L I G E N T T P

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Jain Galli, Near Jain Temple Atpost Tq – Aland District – Kalaburgi Pincode – 585302

Opening Hours:

Mon-Sat 9am-6pm

Send us mail

exelligenttp@gmail.com

Phone Number

(+91) 973-9222-649

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DATA SCIENCE COURSES

Trainer

Mukul Basu

Course

Data Science With Python

Duration

8 Weeks Course
40 classes

Module 1

Introduction to R Programming
Basic R Concepts
Workspace
R Studio
Interface
Layout
Packages
Library
Packages
Saving R programs, workspaces

Module 2

Using R as a calculator
Grouping and Evaluation
Simple R Expressions
Assignment
Using Variables
Numeric Vectors
Sequences
Combining Vectors
Vector Arithmetic
Elements and Subsets

Module 3

Changing Vector Subsets
Summary Functions –min, max and range
Cumulative Summaries
Logical Vectors
Generating Logical Values
Logical Conjunctions
Character Vectors
Vector Mode and Length
Creating Vectors
Named Vectors

Module 4

Arraysand Matrices
Array indexing. Subsections of an array
Indexmatrices
Lists
Dataframes
Makingdataframes
Readingdatafromfiles
Packages

Module 5

Dataframes
CreatingaDataFramefromVectors
CreatingaDataFrameUsingtheRDataEditor
ReadingaTableintoaDataFrame
DealingWithMissingDatainR
Row and Column Commands
The apply() command
The table() command
Rotating the DataFrames
ImportingData
Reading data from Txt file
Reading data from SPSS file
Reading data from CSV file

Module 6

GraphicswithR
Partitioningagraphic
Graphicalfunctions
Graphicalparameters
A practical example

Module 7

CreatingTablesandGraphs
Using the Head()
Using the Table ()
Using the seq()
Using the cbind()
Using the Pie Chart
Using the Bar Chart
Using the barplot()
Using functions for Boxplot, Histogram, Line graph & Scatterplots

Module 8

StatisticalHypothesis
Null Hypothesis
Alternative Hypothesis
DecisionErrors
CommandsusedintheStudent’st-test
Two-Samplet-testwithUnequalVariance
One-Samplet-testing
Commands for CorrelationandCovariance
SimpleCorrelation
The cov()

Module 9

SimpleLinearRegressionin R
Famous Five Functions in R
Linear Model Results Objects
Usingthesummary()
Usingthe$SyntaxtoExtractComponents

Module 10

ClusterAnalysisinR
Methods for Measuring Distance between Objects
PropertiesofEfficientClustering
AgglomerativeHierarchicalClustering (AHC)
UseoftheRamapPackage
K-Means Clustering
An Example of Clustering in R

Module 11

TheRCommanderPackage
TheRCommanderinterface
ExamplesofUsingRCommanderforDataAnalysis
UsingRCommanderforHypothesisTesting
UsingRCommanderforRegression

Module 12

Exercises using various statistical functions.

Trainer

Mukul Basu

Data Science Course

Head – Operations & Academics/Counselor/

1. Conducts training on SAS, SPSS, Programming, Python programming, EViews, QlikView, Tableau, Power BI, Machine Language Advanced Excel, etc.

2. A visiting faculty for the Army Institute of Management (AIMK), Institute of Management Studies (IMS) & George College (Narendrapur – MAKAUT OFF-CAMPUS) for subjects of Data Science (MSc DS).

3. Counseling the inquiries of Fashion/Management/Advertising/Media courses as per requirement.