Big Data • Cloud • GenAI
IIT Patna Vishlesan i-Hub Foundation CertifiedAdvanced Certification in Data Analytics & Generative AI
Structured multi-module program covering Python, SQL, Django, Big Data, PySpark, Cloud and Generative AI with theory, labs and projects.
8
Modules
30
Weeks
890
Hours
Complete Course Curriculum
Seven modules aligned with your updated syllabus.
1
4w
Foundations of Programming Logic
39 hrs Live Lectures
123 hrs Total Workload
KEY TOPICS:
- •Python basics: data types, operators, indexing & slicing
- •Conditional logic, loops, comprehensions
- •OOP, error handling & file handling in Python
- +2 more topics
2
4w
Python for Computational Thinking
39 hrs Live Lectures
123 hrs Total Workload
KEY TOPICS:
- •Data structures & optimized string manipulation
- •Recursion & recursive thinking
- •NumPy, Pandas & data wrangling
- +2 more topics
3
4w
Data Management with SQL
36 hrs Live Lectures
124 hrs Total Workload
KEY TOPICS:
- •Core SQL for analytics
- •Joins, relationships & multi-table queries
- •Data cleaning & transformation in SQL
- +2 more topics
4
4w
Visual Analytics & Dashboarding
39 hrs Live Lectures
123 hrs Total Workload
KEY TOPICS:
- •Excel for data analysis & dashboarding
- •Tableau ecosystem & interactive dashboards
- •Power BI dashboards & DAX basics
- +2 more topics
5
2w
Fundamentals of Statistics
21 hrs Live Lectures
62 hrs Total Workload
KEY TOPICS:
- •Intro to statistics for data science
- •Descriptive stats & data summarization
- •Probability basics & distributions
- +2 more topics
6
2w
Machine Learning Fundamentals
21 hrs Live Lectures
62 hrs Total Workload
KEY TOPICS:
- •Foundations of machine learning
- •Supervised learning: basics & implementation
- •Unsupervised learning: basics & implementation
- +2 more topics
7
7w
Big Data & Cloud Data Engineering
71 hrs Live Lectures
193 hrs Total Workload
KEY TOPICS:
- •Big Data, Hadoop & HDFS architecture
- •Hive & HBase for warehousing & NoSQL
- •PySpark RDDs, DataFrames & Spark SQL
- +2 more topics
8
3w
Generative AI for Data & MLOps
21 hrs Live Lectures
80 hrs Total Workload
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
Sample Certificate
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Merit-based certification ensuring only dedicated students receive recognition
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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 Big Data Journey?
Download the complete updated syllabus and move one step closer to your data career.