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Business Analytics

Business Analytics Training

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Product Description

Introduction to R

Basic syntax

Packages

I/O

Data Structures

Variables

Understanding Matrices and DataFrames in R

Basic Data Exploration

History and introduction to statistics

Basic statistical techniques and introduction to the normal distribution

R programming support

Fundamentals of Probability and Distributions

Probability

Random Variables

Events

Independence

Bayes Formula and interpretation

Numerical examples

Statistical Inference

Sampling

Sampling distribution

Hypothesis testing

Point and interval estimates

Significance levels

Confidence intervals

Interpretation / inference

Significance testing – one sample and two sample tests. One tail and two tail tests

1 way ANOVA, 2 way anova

Numerical examples

Exploratory Data Analysis

Univariate

Bi-variate analyses – Chi Square, Correlation, ANCOVA

Data cleaning

Outlier treatment

Missing value treatment

Normality tests

Normalization

Discussion on feature selection, dimensionality reduction and regularisation

Examples using R

The Three pillars of Analytics

Regression

Classification

Forecasting

Model Building and application of statistics

Linear Regression Analysis – In depth analysis with case study

Logistic Regression Analysis – In depth analysis with case study

Cluster Analysis – In depth analysis with case study

Market Basket Analysis – Retail example

Time series forecasting – Techniques and examples

Intro to Datamining and Classification

Machine Learning – An introduction

Duration & Timings :

Duration – 30 Hours.

Course Fee : $300    Discount Offer  

Training Type: Online Live Interactive Session.

Faculty: Experienced.

Weekday Session – Sun – Thu 8:30 PM to 10:30 PM (EST) – 3 Weeks. November 26, 2017.

About Learntek

Learntek is global online training provider on Big Data, Hadoop, Data Analytics and other IT and Management courses. We are dedicated to designing, developing and implementing training programs for students, corporate employees and business professional.

Our job is to make sure your training and learning experience is everything it should be – exciting, enjoyable, stimulating and successful.
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