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Business Analytics
An 80+ hrs Live Online Program that will equip you with all the tools — Python, R, Tableau, and SQL and applications to take data-backed business decisions.
| Fees : (All inclusive) | |
| Classroom – Rs. 50,000/- | Live Online – Rs. 32,000/- |
| For IMS students — a 20% waiver for all IMS students | |
| Classroom – Rs. 40,000/- | Live Online – Rs. 25,600/- |
Why Business Analytics ?
Business Analytics (BA) and its related terms such as Business Intelligence, Big Data, Data Mining and Data Science has become a powerful tool for growth in the 21st Century. Business Analytics is the extensive use of data, statistical and quantitative analysis, explanatory and predictive models, and fact-based management to drive decisions and actions.
In India alone, the demand for business analytics professionals grew by 400%; in contrast the supply grew by a meager 19%. Clearly, the future belongs to data science and if you want to be a part of the booming industry of analytics and data science then you must create a better foundation in this field.
IMS Proschool is ranked as the 4th best institute for analytics and it offers a Comprehensive Online Training Program on Business Analytics.
The program is recommended for all MBA aspirants interested in pursuing a career in Business Analytics or Consulting.
Click here to learn more about Business Analytics
Program Features
- Joint certification from IMS Proschool and NSDC with optional certification from NSE Academy
- 80 hrs Live online program delivered by Industry Experts
- Learn tools like Python, R, SQL & Tableau
- Industry Project for practical immersion
Exams & Certifications
Certification Process
Course Outline
- Fundamentals of Statistics & Probability ( sub topics on click)
- Different types of data
- Data summarization
- Frequency table
- Frequency Distributions
- Histogram
- Measures of central tendency and dispersion
- Skewness and kurtosis
- Basic Probability, Conditional Probability
- Normal Distribution
- Sampling methods
- Point and Interval estimation
- Central Limit Theorem
- Null and alternative hypothesis
- Level of significance
- P value
- Types of errors
- Hypothesis Testing
Regression Techniques
- Simple and Multiple Linear Regression
- R2 and Adjusted R2
- ANOVA
- Interpretation of coefficients
- Dummy Variables
- Residual Analysis
- Outliers
- Assumptions
- Logistic Function
- Chi-Square
- Hosmer Lemeshow test
- Kolmogorov-Smirnov statistic and chart
- Classification Table
- Interpreting Coefficients
- Dependent Variable Prediction
- Principles of Forecasting
- Time Series
- Causal models
- Types of Forecasting Methods and their characteristics
- Moving Average
- Exponential Smoothing
- Trend
- Seasonality
- Cyclicity
- ARIMA
Classification
- Partitioning Methods
- Hierarchical Methods
- Density-Based Methods
- Grid-Based Methods
- Evaluation of Clustering
- K-means Method
- Formatting of Excel Sheets
- Use of Excel Formula Function
- Data Filter and Sort
- Charts and Graphs
- Table formula and Scenario building
- Lookups
- Pivot tables
- Reading and Writing Data
- Data types
- Important Packages
- Data Manipulation
- Building models using learned algorithms
- Evaluating and optimizing models
- Extracting data into Tableau
- Data Preparation, Dimensions
- Transformation of variables
- Creating Views
- Working with charts
- Exporting visualisations
- Terminologies – Records, Fields, Tables
- Introduction to database
- Introduction to SQL
- SQL Syntax
- SQL data Types
- SQL Operators
- Table creation in SQL- Create, Insert, Drop, Delete and Update
- Table access & Manipulation
- Select with Where Clause (In between, logical operators, wild cards, order, group by)
- Concepts of Join – Inner, Outer
Industry Project
American Express, one of the largest credit issuer wants to attract more people by offering variable rate of interest. Help them predict interest rates for customers based on various factors.
HSBC wants to improve their profitability by reducing bad credits. Build a predictive model to help them in approving credit.
Tractor manufacturing unit of John Deere wants to predict sales of their tractor so that there can be optimal stock ready. No surplus or no deficit
| Course | Fast Track/Weekend | Batch Date | Time | Days |
| Business Analytics | Weekend | 05-Sep-21 | 9 AM to 6 PM | Sun |
- IMS students enrolled in any Program (CAT, CET/CMAT, GMAT, GRE, BBA, Law) and in all Learning modes (classroom, correspondence, test series, Live, & Self-Learning Programs) are eligible for a 20% loyalty waiver.
- All students enrolled from 2017 onwards are eligible for the loyalty scholarship.
- Students enrolled for programs at zero fees (SimCAT solo and other free variants) are not eligible for the loyalty waiver.
