IIIT Bangalore & University of West Florida
20 Months
UG (50%)
Loan Available
Batch start:
July 2025
1. Data Analysis in Excel
Introduction to Excel
Data Analysis in Excel I: Function,Formula & Chart
Data Analysis in Excel II: Pivots and Lookups
2. Analytics Problem Solving
CRISP-DM Framework
1. Course 1 – Python for data science
Fundamentals of Python
Python Control Structures
Python Data Structures
Python Data Science Libraries
2. Course 2 – Data Toolkit
Exploratory Data Analysis
Problem Solving in Python (optional)
Credit EDA Assignment
Inferential Stats
Hypothesis Testing
Database Design & Intro to MySQL
Advanced SQL and Best Practices
SQL – RSVP Movies Case Study
3. Course 3 – Machine Learning I
Linear Regression Assignment
Logistic Regression
Classification using Decision Trees
Unsupervised Learning: Clustering
Basics of NLP and Text Mining
Business Problem Solving
Intro to GIT and GITHUB
Logistic Regression Assignment
4. Course 4 – Specialization*
Deep Learning
Natural Language Processing
Business Analytics
Business Intelligence/Data Analytics
Data Engineering
1. Core Courses (9 Credits)
Statistical Modeling* (3 credits)
Modeling in Regression (3 credits)
Capstone Projects in Data Science (3 credits)
2. Tracks** (21 Credits)
Analytics and Modeling Track
Advanced Probability and Inferences
Machine Learning
Machine Learning for Data Science
Advanced Big Data Analytics
Big Data Analytics for Data Science
Multivariate Methods
Complex Networks
Time Series Analysis
Applied Bayesian Analysis
Deep Learning for Data Science
Analytics of Business Decisions Track
Operations Management Problems
Business Intelligence Applications
Big Data Mining: A Managerial Perspective
MBA Foundations: Financial Management I
MBA Foundations: Management Skills
Accounting for Decision Making
Health Analytics Track
Bioinformatics and Data Science
Epidemiology for Public Health Professionals
Disease Surveillance and Monitoring
Health Informatics
Quantitative Foundations and DA for Health Admin
Quality Improvement Processes in Health Org
GIS Applications in Public Health
**6 Credits are waived off upon successful completion of IIITB’s ACPDS Course.
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