Artificial Intelligence and Machine Learning Certification Program

Learn from IIT faculty and recognised industry experts Learn from IIT faculty and recognised industry experts
Learn real world AI and ML concepts and build a capstone project Learn real world AI and ML concepts and build a capstone project
Earn an E&ICT Academy, IIT Roorkee certificate to boost credibility and confidence Earn an E&ICT Academy, IIT Roorkee certificate to boost credibility and confidence
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Qualifier Test Date

February 8, 2026

Course Duration

6 months

Time Commitment

8-10 Hours/week

Eligibility

12th Pass and Above

Learning Mode

Online

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1.2K+ students have already registered

Why choose this course?

A premier pathway to mastering AI & ML, designed by IIT experts

Certification from E&ICT Academy, IIT Roorkee

Earn a Certificate of Completion from E&ICT Academy, IIT Roorkee, recognizing your learning and achievement.

Campus Immersion

Optional 3-day campus immersion to interact with faculty/experts, peers, and the institute ecosystem.

Future-Ready Career Path

Build in-demand AI & ML skills through hands-on learning guided by expert faculty and industry practitioners.

Industry-Aligned Curriculum

Learn cutting-edge AI & Machine Learning through interactive sessions, coding exercises, and structured evaluations.

Project-Based Learning

Work on hands-on projects across Python, data handling, ML, and Generative AI, apply LLM concepts, LangChain workflows, and deployment to solve real-world problems.

Career Support (via Masai)

Resume reviews, career coaching, and placement assistance to support your job search (eligibility: 65% attendance & 70% overall marks).

Certificate Eligibility: Minimum 65% overall attendance and 35% in the cumulative evaluation score.

What will you learn?

Drive your career forward by mastering Artificial Intelligence and Machine Learning. Build a strong foundation in Python, data handling with NumPy and Pandas, and data visualization. Advance to core ML models, supervised and unsupervised learning, ensemble methods, and model optimization. Gain hands-on expertise in Generative AI, LLM integration, prompt engineering, agentic AI concepts, and MLOps basics, culminating in a portfolio-ready capstone project that equips you to solve real-world, AI-driven business challenges

What will you learn?

Toolkit

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Course Details

Duration

6 Months

Course Mode

Online

Certification

from E&ICT Academy, IIT Roorkee

Module 1: Python Programming Fundamentals and Flow Control (3 Weeks)
  • Master core Python syntax including data types, variables, and string manipulation
  • Organize information efficiently using lists, dictionaries, tuples, and sets
  • Implement complex decision-making logic using if/else statements and loops
  • Develop clean and reusable code through custom function definitions
Module 2: The Data Handling Toolkit: NumPy and Pandas (3 Weeks)
  • Leverage NumPy for high-speed numerical operations and vectorization
  • Master the Pandas DataFrame for structured data import and inspection
  • Apply professional data cleaning techniques to handle missing values and formatting
  • Perform advanced data manipulation using grouping, filtering, and merging
Module 3: Statistical Thinking, Data Preparation, and ML Workflow (4 Weeks)
  • Calculate and interpret key descriptive statistics to understand data distributions
  • Create professional visualizations using Matplotlib and Seaborn
  • Apply feature scaling and engineering techniques like normalization and standardization
  • Define sequential steps for building reliable machine learning pipelines
  • Implement the vital train-test-validation split for model reliability
Module 4: Core Supervised Learning: Regression and Classification (5 Weeks)
  • Implement and evaluate simple and multiple linear regression models
  • Master regression metrics including Mean Squared Error and R-squared
  • Build classification models using logistic regression and decision trees
  • Evaluate categories using confusion matrices, precision, recall, and F1-scores
Module 5: Advanced ML concepts and Unsupervised Learning (5 Weeks)
  • Address model robustness through the bias-variance trade-off and cross-validation
  • Implement ensemble methods like random forests and master gradient boosting intuition
  • Optimize model settings for peak performance using hyperparameter tuning
  • Discover hidden patterns and segment data using K-means clustering (unsupervised learning)
Module 6: Advanced Generative AI Concepts and Tools (4 Weeks)
  • Explore the landscape of foundation models including GPT, Gemini, and Llama
  • Master advanced prompt engineering techniques like chain-of-thought and few-shot prompting
  • Understand RAG architectures for building grounded and accurate AI applications
  • Build autonomous AI agents using planning and tool-usage frameworks
  • Learn how vector databases and embeddings enable semantic search
Module 7: Capstone Project and Final Presentation (2 Weeks)
  • Finalize project scope and perform end-to-end data sourcing and preparation
  • Select and execute appropriate machine learning models for real-world problems
  • Conduct rigorous model evaluations and document the entire analytical process

Under The Guidance of

Prof. Sanjeev Manhas

Prof. Sanjeev Manhas

Principal Investigator of E&ICT Academy, IIT Roorkee

Prof. Sanjeev Manhas, Principal Investigator of E&ICT Academy, IIT Roorkee, is a distinguished academician, researcher, and innovator with extensive experience in academia, research, and industry. He ...

Our Instructors and Industry Mentors

Sumit Shukla

Sumit Shukla

Director of AI, Scaletrix.AI

Linkedin

Sumit (Analytics Guru Ji) Shukla is a Director of AI at Scaletrix.AI and a mentor/instructor in AI, ML, and GenAI. With 5+ years in e-learning and training across platforms like upGrad, Great Learning...

Ritesh Shantilal Firodiya

Ritesh Shantilal Firodiya

Technical Consultant, Walmart

Linkedin

Ritesh Firodiya is an experienced Full-Stack Architect and Developer with 8+ years of software development experience, specializing in TypeScript and modern web stacks. He currently works as a Technic...

Admission Process

1

Clear Qualifier Test

Clear the qualifier test to be eligible for the program

Clear Qualifier Test
2

Complete Counselling

Only shortlisted candidates go through the counselling process

Complete Counselling
3

Start Learning

Learn from India's top educators and stand out from the crowd

Start Learning

Qualifier Test Details

To join this program, you must clear the qualifier test on your allotted date.

Qualifier Test
1

Test Topics

  • Quantitative Aptitude
  • Logical Reasoning
  • Data Interpretation
  • Verbal Ability
2

Registration Process

  • Pay ₹99 and choose your slot
  • Unlock free mock test and practice before your final exam
3

Things to remember

  • Test duration : 60 minutes
  • You can take the test only once at your allotted time & slot.
  • The test must be taken on a desktop or laptop. Supported browsers (latest versions only): Google Chrome, Safari, Microsoft Edge, and Firefox.

Fee Structure

Qualifier Test Fee

(Non Refundable)

₹99

Registration Fee

(non-refundable)

Program Fee

(non-refundable)

Total Fees

Option 1

Upfront

₹4,000
₹51,000
₹55,000

(+ GST*)

Option 2

EMI (Through Our NBFC Partners)

₹4,000
₹ 6,517 x 9 months
₹62,653

(+ GST*)

18% GST extra, as applicable

Our NBFC Partners

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Who is this course for?

Designed for individuals aspiring to grow a high-impact career in Data Analytics and AI

Learn to build intelligent systems and apply AI across domains

Learn to build intelligent systems and apply AI across domains

  • Gain hands-on experience in AI & Machine Learning, from foundational algorithms to advanced Generative AI models like GPT and LLaMA.
  • Apply AI to real-world problems – build, evaluate, and deploy models that solve practical challenges across industries, preparing you for high-impact AI roles.

Top 1% Edge

Transform from tech-curious to AI - confident with expert mentorship, cutting-edge tools, and practical projects

How is this course different from others?

This Programme
Other programmes
Academic Mentorship
Learn from IIT Roorkee professors and Industry Mentors, combining strong theoretical foundations with practical insights.
Freelance trainers or less experienced faculty.
Student Support & Engagement
Dedicated student support, query resolution, continuous feedback, and interactive sessions via Zoom
Support systems can vary, potentially lacking personalized guidance or real-time interaction.
Certification
Receive a prestigious certificate of completion from E&ICT Academy, IIT Roorkee.
Certifications may be generic or from less recognized institutions, offering less industry differentiation.
Hands-on AI Development
Gain practical expertise through end-to-end AI & ML workflows, Python, Google Colab, data handling, and hands-on project work.
Often theory-heavy with minimal hands-on exposure or practical application.
Campus Immersion
Optional 3-day on-campus experience at IIT Roorkee Campus.
No campus immersion offered.
Placement Opportunities
Interview support, expert coaching, and guidance to maximize job placement (Eligibility: 65% attendance & 70% overall marks; via Masai).
Limited or no placement assistance; students often handle job searches independently.

The Future Of Data Analytics with AI and Gen AI Program Is Here

$500–$600 Billion

AI adoption could add $500–$600 Billion to India’s GDP by 2035.

Source: The Economic Times
4 Million

AI has the potential to create up to 4 Million new jobs in India by 2030.

Source: The Times of India

"We are at the dawn of the AI industrial revolution that will define the future of every industry and nation."

Jensen Huang
Jensen Huang, Founder & CEO, NVIDIA

About E&ICT Academy, IIT Roorkee

E&ICT Academy, IIT Roorkee: The Electronics & ICT Academy (E&ICT), supported by Meity, Govt. of India, aims to bridge the gap between industry demand and academic knowledge by delivering specialized, hands-on training and upskilling programs in emerging areas of the Information & Communication Technology and Electronics sector.

The Indian Institute of Technology (IIT) Roorkee:

A legacy of over 175 years. Established in 1847 as India's first engineering college, it became an IIT in 2001, excelling in engineering and technology.

Rankings:

IIT Roorkee consistently ranks among the top engineering and research institutions in India. In the NIRF India Rankings 2024, IIT Roorkee was ranked #6 in the 'Engineering' category and #8 in the 'Overall' category.

Strong Industry & Research Ecosystem:

With active collaborations, incubators, and innovation hubs, IIT Roorkee bridges academia and industry to drive real-world impact.

Industry-Focused Learning:

IIT Roorkee maintains strong ties with industries across its campus locations, providing students with opportunities for internships, real-world projects, and networking with business leaders.

How will Masai Help you?

How will Masai help you
1

Career Readiness and Portfolio Building

We will help you build a strong portfolio and equip you with the skills needed to become job-ready for the industry.

2

Real-Time Learning Ecosystem

Experience a constantly evolving curriculum with live classes and instant academic assistance, designed to keep pace with industry advancements.

3

Industry Integration and Projects

Participate in hands-on industry projects guided by expert mentors from IIT and top companies, ensuring practical and relevant skills development.

FAQs

Contact Us

WhatsApp us

For any queries, you can Whatsapp us at +918197292840

Email us

For any queries, you can contact us at eictiitrprograms@masaischool.com

11:00 am to 7:00 pm (Mon-Sat)

Contact Person - 1

Sahil Kumar

11:00 am to 7:00 pm (Mon-Sat)

Contact Person - 2

Maryam Arshad

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