IIM Indore: Enroll in the Integrated Programme in Business Analytics
Programme Contents
Business Disciplines:
Applying analytics in real-world contexts
Advanced Techniques:
Predictive models, uncovering data patterns
Hands-On Training:
Data manipulation, statistical analysis, visualization tools
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Key Modules
Introduction to Analytics:
CRISP DM, data collection, biases
R Programming:
Summary statistics, data manipulation, business case studies
Inferential Statistics:
Probability, hypothesis testing, ANOVA
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Advanced Modules
SQL (MySQL server):
Data normalization, DML queries, joins
Feature Engineering with R:
Data exploration, GitHub, Kaggle profiles
GLM & Time Series:
Linear regression, logistic regression, forecasting
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Specialized Modules
Python:
Data structures, data preparation, EDA
Machine Learning:
Tree models, ensemble methods, clustering
Text Mining & NLP:
Text handling, regular expressions, sentiment classifiers
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Additional Topics
Deep Learning:
Neural networks
Tableau:
Data visualization, storytelling with data
Big Data:
Hadoop, Spark, PySpark SQL
Big Data Courses
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