IIT Patna Vishlesan i-Hub Foundation CertifiedAdvanced Certification in AI with Data Science & Generative AI
Comprehensive multi-module program covering Python, SQL, Statistics, Machine Learning, Big Data, PySpark, and Generative AI with hands-on labs and real-world projects.
Complete Course Curriculum
Eight comprehensive modules from foundations to advanced AI
Foundations of Programming Logic
KEY TOPICS:
- •Python basics: data types, operators, indexing & slicing
- •Conditional logic, loops, comprehensions
- •OOP, error handling & file handling in Python
- +2 more topics
Python for Computational Thinking
KEY TOPICS:
- •Data structures & optimized string manipulation
- •Recursion & recursive thinking
- •NumPy, Pandas & data wrangling
- +2 more topics
Data Management with SQL
KEY TOPICS:
- •Core SQL for analytics
- •Joins, relationships & multi-table queries
- •Data cleaning & transformation in SQL
- +2 more topics
Visual Analytics & Dashboarding
KEY TOPICS:
- •Excel for data analysis & dashboarding
- •Tableau ecosystem & interactive dashboards
- •Power BI dashboards & DAX basics
- +2 more topics
Fundamentals of Statistics
KEY TOPICS:
- •Intro to statistics for data science
- •Descriptive stats & data summarization
- •Probability basics & distributions
- +2 more topics
Machine Learning Fundamentals
KEY TOPICS:
- •Foundations of machine learning
- •Supervised learning: basics & implementation
- •Unsupervised learning: basics & implementation
- +2 more topics
Big Data & Cloud Data Engineering
KEY TOPICS:
- •Big Data, Hadoop & HDFS architecture
- •Hive & HBase for warehousing & NoSQL
- •PySpark RDDs, DataFrames & Spark SQL
- +2 more topics
Generative AI for Data & MLOps
KEY TOPICS:
- •Foundations of Generative AI & LLMs
- •Prompt engineering for analytics use cases
- •GenAI for cleaning, EDA, code & reports
- +2 more topics
Detailed Module Breakdown
Your Achievement Recognized
Merit-based certification ensuring only dedicated students receive recognition
IIT Patna Backed
Govt of India Recognized
Lifetime Validity
Program Highlights
Hands-on Learning
Live lectures, programming assignments, and real-world projects in every module
AI-Enhanced Learning
AI-powered coding assistance, data wrangling, and automation in every module
Flexible Schedule
30-week structured program with additional reading and self-paced learning
Ready to Start Your AI & Data Science Journey?
Download the complete syllabus and take the first step toward mastering AI and Data Science.