Octus Technology

Address : Address: B-91, 2nd Floor, Sector - 02, Noida-201301

Landmark : SBI Bank

City : Noida-201301

Area : sector 2

Phone No. : XXXXXXXXXX

Mobile No. : XXXXXXXXXX

Website : octustechnology.com

Institute ID : TK1194

Discount Code : TKOCTUS01

Valid For : 30-12-2017

Data Science Training by Octus Technology

Last Updated on : 20 Nov 2017 12:24PM

Data Science Training (IT-Training)

About Course

Types of data

Qualitative
Quantitative
Nominal
Ordinal
Ratio
Interval

Measure of Centre tendency

Mean
Median
Mode

Measure of dispersion

MAD
Range
Variance
Standard Deviation
Co-efficient of variation

Measure of Shape

SKEWNESS
KURTOSIS

Hypothesis Testing

T- test (one sample, independent parried)
Anova
Z test
Chi square

Correlation

Type of correlation
Properties of correlation
Step to calculate correlation

Regression

Simple linear regression
Multi linear regression
Properties of regression line
Validating the model
Assumptions

Dummy variable

Transformation

Logistic regression

Assumption
Validation
Prediction power

Variable selection

Forward
Backward
Stepwise

Cluster Analysis

Hierarchical
K means

Decision Tree

Random Forest

Support Vector Machine

ARIMA

Bayesian Classifiers

Course For Training Courses

Course Categories Data Analytics,

MS

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