Executive Post Graduate Certification in Data Science & Artificial Intelligence

Learn from IIT Faculty & Industry Experts with Guaranteed Job Interviews. Campus Immersion at IIT Roorkee.

Master machine learning and artificial intelligence skills with this advanced data science and artificial intelligence course from iHub IIT Roorkee. Learn from IIT faculty and industry experts with 1:1 mentorship in this intensive online bootcamp. Top 2 performers from each batch may get a fellowship worth Rs. 80,000, plus the opportunity to showcase their startup ideas and secure incubation support of upto Rs. 50 Lakhs for their startup from iHUB DivyaSampark, IIT Roorkee.

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Learning Format

Online Bootcamp

Live Classes

11 Months

Executive PG

Certification

Campus Immersion

IIT Roorkee

EMI Starts

at ₹6999/month*

About Program

Become an expert in Data Science, Machine Learning and Artificial Intelligence with iHUB DivyaSampark, IIT Roorkee & Intellipaat! Build a strong foundation in data science by learning in-demand skills, solving real-world challenges, and working on real-world projects. A flexible learning environment and 24/7 support makes this course perfect for beginners and professionals alike. Join now and accelerate your career to new heights in the cutting-edge fields of data science, machine learning, and artificial intelligence!

Key Highlights

About iHUB DivyaSampark, IIT Roorkee

iHUB DivyaSampark aims to enable innovative ecosystem in new age technologies like AI, ML, Drones, Robots, data analytics (often called CPS technologies) and becoming the source for the next generation of digital technologies, products and services by promoting, enhancing core competencies, capacity building, manpower training to provide solutions for national strategic sectors and becoming a key contributor to Digital India. iHUB DivyaSampark a section 8 company (Non-Government Organization) is a Technology Innovation Hub, at IIT Roorkee and is set up under National mission on Interdisciplinary Cyber Physical systems (NM-ICPS), initiated by Department of Science & Technology (DST) to build innovative solutions, to train manpower and encourage entrepreneurship for the world’s current challenges like affordable health care, Industry 4.0 and sustainable smart cities.

Key Achievements of IIT Roorkee:

About iHUB DivyaSampark, IIT Roorkee

Benefits for students from Microsoft:

Career Transition

Who Can Apply for the Course?

What roles can a person trained in data science and artificial intelligence play?

Senior Data Scientist

Understanding problems and building models based on the data collected and leading a team of data scientists.

AI Expert

Developing strategies for frameworks and technologies to develop AI solutions and drive business success.

Machine Learning Expert

Using various machine learning tools and technologies, building statistical models with large amounts of business data.

Senior Data Scientist

Understanding problems and building models based on the data collected and leading a team of data scientists.

AI Expert

Developing strategies for frameworks and technologies to develop AI solutions and drive business success.

Machine Learning Expert

Using various machine learning tools and technologies, building statistical models with large amounts of business data.

Meet Your Mentors

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Curriculum

Module 1 – Preparatory Session - Linux and Python

Python 

  • Introduction to Python and IDEs – The basics of the python programming language, how you can use various IDEs for python development like Jupyter, Pycharm, etc. 
  • Python Basics – Variables, Data Types, Loops, Conditional Statements, functions, decorators, lambda functions, etc.
  • Object Oriented Programming – Introduction to OOPs concepts like classes, objects, inheritance, abstraction, polymorphism, encapsulation, etc.
  • Hands-on Sessions And Assignments for Practice – The culmination of all the above concepts with real-world problem statements for better understanding. 

Linux

  • Introduction to Linux  – Establishing the fundamental knowledge of how linux works and how you can begin with Linux OS. 
  • Linux Basics – File Handling, data extraction, etc.
  • Hands-on Sessions And Assignments for Practice – Strategically curated problem statements for you to start with Linux. 
Module 2 – Data Transformation Using SQL

SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.

Hands-on exercise: 

Writing comparison data between past year to present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data,  and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).

Module 3 – Python Libraries For Data Science

SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.

Hands-on exercise: 

Writing comparison data between past year to present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data,  and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).

Module 4 – Inferential Analytics

SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.

Hands-on exercise: 

Writing comparison data between past year to present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data,  and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).

Module 5 – Machine Learning

SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.

Hands-on exercise: 

Writing comparison data between past year to present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data,  and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).

Module 6 – Supervised Learning

SQL Basics – 

  • Fundamentals of Structured Query Language
  • SQL Tables, Joins, Variables 

Advanced SQL –  

  • SQL Functions, Subqueries, Rules, Views
  • Nested Queries, string functions, pattern matching
  • Mathematical functions, Date-time functions, etc. 

Deep Dive into User Defined Functions

  • Types of UDFs, Inline table value, multi-statement table. 
  • Stored procedures, rank function, SQL ROLLUP, etc.

SQL Optimization and Performance

  • Record grouping, searching, sorting, etc. 
  • Clustered indexes, common table expressions.

Hands-on exercise: 

Writing comparison data between past year to present year with respect to top products, ignoring the redundant/junk data, identifying the meaningful data,  and identifying the demand in the future(using complex subqueries, functions, pattern matching concepts).

Program Highlights

Projects

Projects will be a part of your Executive Post Graduate Certification Data Science & Artificial Intelligence to solidify your learning. They ensure you have real-world experience in Data Science and AI.

In this classic classification problem, we will use a supervised learning approach involving classification algorithms and optimize the predictions by minimizing the error in predictions.

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Reviews

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Gaurav Saboo Sr. Technical Associate | India

After completing a course from Intellipaat, I was promoted to Sr. Technical Associate with a 60% hike. The training imparted new skills and taught me how to implement them effectively in my current role.

Our Alumni Works At

Peer Learning

Via Certiplus, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!

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