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E&ICT Academy, IIT Roorkee Programs

Applied Data Science & Machine Learning Program

Online · 6 Months · Designed & Delivered by E&ICT Academy, IIT Roorkee

Accelerate your career with an industry-based course on Data Science, Machine Learning, and Edge AI through a well-designed program by E&ICT Academy, IIT Roorkee for Data Analytics, Data Scientists, and ML enthusiasts. Learn in-demand skills such as Data Analysis & Visualization, SQL, Machine Learning, Statistical Thinking, and more.

Gain Expertise In Advanced Data Science & Machine Learning

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Book Your Slot

  • Next Cohort 10 Apr 2025
  • Admission Deadline 10 Apr 2025

Core USPs Of This
Program

IIT Designed Curriculum

Certificate from IIT

Placement Support

100%

Alumni Status

E&ICT Academy,IIT Roorkee

Corprate Internship

2-Months Internship

Industry Based Projects

50+ Live Projects

Scholarship Available

Get Upto 30%

No Coding Experience Needed

Non-Tech Can Also Apply

1:1 Live

Doubt Resolution

Academic Partners

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E&ICT Academy
IIT Roorkee
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IIT Roorkee
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E&ICT Academy
IIT Guwahati
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E&ICT Academy
IIT Kanpur
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NIT Patna
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RFRF Foundation
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IIT Jodhpur
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IIT Bhilai
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ABES College
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MSIT College
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ASTU Guwahati
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IPEC College

Data Science & Machine Learning Program Course Overview

Data Science and Machine Learning are among the most in-demand technologies of the modern era. These technologies empower businesses to extract meaningful insights from large volumes of raw and unstructured data, enabling smarter decision-making and innovation across industries.

With the rapidly growing demand for skilled data professionals, pursuing a Data Science and Machine Learning course has become essential for building a successful career in the data-driven world. The Introduction to Data Science and Machine Learning Course by E&ICT IIT Roorkee is designed to equip learners with strong foundational knowledge and practical skills required to work with real-world data.

This comprehensive program introduces learners to scientific methods, data analysis techniques, and machine learning models used to uncover patterns, trends, and insights from big data. The course follows a hands-on approach and focuses on industry-relevant use cases to help students understand real business challenges and modern work environments.

What You Will Learn
  • Introduction to Data Science and Machine Learning concepts
  • Fundamentals of data analysis and data preprocessing
  • Supervised and Unsupervised Machine Learning algorithms
  • Real-world applications of Machine Learning in business
  • Introduction to Python for Data Science
  • Practical projects and case studies

Choosing an online Data Science course gives you the flexibility to learn at your own pace and from the comfort of your home. This course allows you to access expert training, live sessions, and practical resources without attending traditional classes.

Key Advantages of Online Learning:
  • Flexible schedule - perfect for working professionals
  • Access recorded sessions anytime, anywhere
  • Live doubt-clearing sessions with IIT Roorkee mentors
  • Cost-effective compared to offline programs
  • Learn from anywhere in India with high-speed internet

Data Science teaches you how to work with data and use it to solve real problems. You will practice machine learning, learn tools for changing and analyzing data, and understand basic data mining. You will also learn how to create simple visuals and improve results using optimization techniques. By the end, you will be ready to use common tools and technologies used in Data Science and Machine Learning.

Core Learning Outcomes:
  • Master data analysis and preprocessing techniques
  • Implement supervised and unsupervised ML algorithms
  • Build data visualizations for business insights
  • Apply optimization techniques for model performance
  • Use industry-standard Data Science tools and libraries

This course will teach you how to analyze data using Python and R, apply machine learning algorithms, and build AI systems. You will also learn data visualization to present insights clearly and improve your programming skills. By the end, you'll know how to deploy machine learning models, equipping you with the key skills for a career in Data Science, Machine Learning, and AI.

Technical Skills Acquired:
  • Python and R programming for data analysis
  • Machine Learning algorithm implementation
  • Data visualization and dashboard creation
  • Model deployment and productionization
  • AI system development fundamentals

Upon completing this IIT Roorkee Data Science Certification Course you will receive an Advanced Certification in Data Science, Machine Learning, and AI from E&ICT IIT Roorkee. Additionally, you will also receive a Corporate Internship Certificate.

Certification Benefits:
  • Prestigious IIT Roorkee E&ICT Academy certification
  • Corporate internship completion certificate
  • Industry-recognized credentials for job applications
  • Portfolio-ready project certifications
  • LIFETIME access to course materials

After completing this AI and Machine Learning Data Science course, you can explore many career options, such as Data Scientist, Machine Learning Engineer, Data Mining Engineer, Data Analyst, NLP Scientist, AI/ML Specialist, Data Architect, AI Engineer, and AI Solutions Architect. These roles are in high demand across industries like healthcare, finance, technology, and manufacturing.

High-Demand Job Roles:
  • Data Scientist
  • Machine Learning Engineer
  • Data Analyst
  • AI/ML Specialist
  • NLP Scientist
  • Data Architect

Data Scientists in India earn around ₹4.2L to ₹25.5L a year, with an average of ₹10.3L. Machine Learning Engineers earn about ₹3.5L to ₹21.5L, averaging ₹7.5L. AI Engineers usually make ₹1.7L to ₹12.1L a year, with an average salary of ₹4.0L.

2026 Salary Ranges:
  • Data Scientist: ₹4.2L - ₹25.5L (Avg: ₹10.3L)
  • ML Engineer: ₹3.5L - ₹21.5L (Avg: ₹7.5L)
  • AI Engineer: ₹1.7L - ₹12.1L (Avg: ₹4.0L)

This course stands out due to its prestigious certification from IIT Roorkee, ensuring you receive a top-quality education. You will also have access to expert mentors, hands-on projects, and an industry-driven curriculum, making this a well-rounded learning experience. The focus on Data Science, Machine Learning, and AI together gives you a competitive edge in the tech industry.

What Makes This Course Unique:
  • IIT Roorkee E&ICT Academy certification
  • Industry-expert mentors and live sessions
  • Hands-on projects with real business use cases
  • Comprehensive DS + ML + AI curriculum
  • Corporate internship opportunity
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Highest CTC

42 LPA

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What do you get from this program

The Unparalleled Distinction and Transformative Value of This Program

Live Interaction Sessions

Join live sessions with industry experts to learn real problem-solving skills.

Prestigious Certification

Earn an Advanced Data Science and Machine Learning certificate from E&ICT IIT Roorkee and an Industrial Training Certificate for real-world experience.

Placement Support

Get help with your resume, interview preparation, and job placement through this course.

Hands-on Projects

Work on real projects to apply what you learn and build a strong portfolio for jobs.

Skill Development

This program helps you easily understand complex topics and grow your technical skills.

Get Noticed By Top Hiring Companies

Your certification will make you stand out and improve your chances of getting hired.

Lifelong Access to Resources

You’ll always have access to study materials, recorded classes, and updates.

Flexible Learning

Study online at your own pace and revisit lessons anytime, anywhere.

Data Science & Machine Learning Course Curriculum

Module 01 preview
  • Python Basics
  • Intro to Git & Github and Kaggle
  • Python NumPy & Pandas
  • R Language Essentials
  • Exploratory Data Analysis (EDA)
  • SQL For Data Analytics
  • Data Analysis with Excel
  • Data Visualization with Python
  • Tableau for Business Intelligence
  • Visual Storytelling using Power BI
Module 02 preview
  • Mathematics for Machine Learning & AI
  • Statistics for Machine Learning & AI
  • Probability
  • Inferential Statistics
Module 03 preview
  • Introduction to Machine Learning
  • Regression
  • Supervised Classification
  • Unsupervised Learning
  • Dimension Reduction
  • Association Rules Mining
  • Recommendation System
  • Time-series Forecasting
  • Machine Learning Model Deployment
Module 04 preview
  • Introduction to Deep Learning
  • Tensorflow 2.0 with Tensor Board
  • Computer Vision
  • Introduction to NLP
  • Text Processing Methods
  • Introduction to Sequence Learning
  • RNN vs LSTM
  • TensorFlow Hub for Object Detection using Faster RCNN
  • Sentiment Analysis
  • Reinforcement Learning
  • MLOps & Deployment
Module 05 preview
  • Introduction To Generative AI
  • ChatGPT, Prompt Engineering, Explainable AI ChatGPT
  • Advanced Generative AI Models & Architecture
  • Advanced Generative AI - Building LLM Applications
  • Agentic AI & Multimodal AI (Voice, Video & Document AI)
  • Generative AI Applications In Industries
  • Responsible AI
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Limited Seats Available!

New Batch Starts
on

Tools You Will  Learn

Master 10+ in-demand tools that will help you work efficiently, save time, and sharpen your skills!

Python
Tableau
Midjourney
TensorFlow
Git
GitHub
NLTK
Keras
Hugging Face
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Tool 16
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Live Industry Projects

Industry projects are a part of online data science machine learning training. Such projects will ensure exposure to real-world experience for starting a career in DS, ML & AI.

COVID Analysis in India

COVID Analysis in India

Web Scrape the data from the official government website and find various insights by comparing the trend of COVID in India as compared to the world.

Twitter Sentiment Analysis Via Tweepy

Twitter Sentiment Analysis Via Tweepy

Analyzing the tweets for understanding the sentiments of users.

Forecast Air Passenger Traffic

Forecast Air Passenger Traffic

To Build a model to forecast the demand (passenger traffic) in Airplanes.

Chronic Kidney Disease Prediction

Chronic Kidney Disease Prediction

Accurate prediction of CKD progression over time for reducing its costs and the mortality rates.

Auto Image Captioning

Auto Image Captioning

Using the search engines for showing relevant results.

Telecom Churn Prediction

Telecom Churn Prediction

Creating a model to predict which customers will switch to other telecom service providers, based on the relevant customer data.

Housing Price Prediction

Housing Price Prediction

To create a model using Pandas, Scipy, Numpy that can determine the housing price of the house.

Identify fraudulent credit card transactions

Identify fraudulent credit card transactions

To recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase.

Text-to-Image Generation

Text-to-Image Generation

Combine the power of NLP and CV to generate realistic images from textual desciptions, such as creating visual prototypes for design concepts or generating fictional landscapes.

Interactive Chatbot for Healthcare

Interactive Chatbot for Healthcare

Build a conversational agent using GPT-based LLMs that assists users with healthcare queues, such as symptom checks or medication reminders.

Voice Cloning and Audio Synthesis

Voice Cloning and Audio Synthesis

Develop a model to synthe size human-like speech or clone specific voices using generative models like WaveNet or Tacotron.

Smart Surveillance System Using Generative Models

Smart Surveillance System Using Generative Models

Detect and track anomalies or objects in video footage using gener ative models for data augmentation and anomaly detection.

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Skills You Will Master

Learn cutting-edge skills and future-proof your career.

Prompt Engineering
Machine Learning
Artificial Intelligence
Large Language Model
Generative Adversarial Network
Data Visualization
Data Manipulation
Data Analysis
Applied Statistics
Deep Learning
Natural Language Processing
Computer Vision

Why Choose DS & ML Now?

Annual Salary

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Hiring Companies

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Reports

97 Million Jobs by 2025
AI is expected to create 97 million new jobs by 2025.

Report By-

AI is taking over
About 65% of organizations now use AI.

Report By-

Who Should Do This Program?

This program helps anyone learn and grow in data science and artificial intelligence, no matter their background.

Freshers
Entrepreneurs
Graduates/
Post Graduates / PhD
DS/ML/AI Enthusiasts
Working Professionals
Tech Innovators
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Data Science & Machine Learning Certification

Once you finish this program, you will receive a certification in the Applied Data Science & Machine Learning Program. This certificate is co-branded with E&ICT Academy, IIT Roorkee, which means it’s backed by a respected institution. It will showcase your expertise in these areas and help demonstrate your skills to employers.

Globally Recognized Certification
Career Support
Credibility and Validation
Certificate From IIT Roorkee
Internship Certificate

Faculties Of This Program

Kaushlendra Sisodia

Kaushlendra Sisodia

Director at Uniconverge Technologies
IIT Kanpur Alumnus

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Prof. Gaurav Trivedi

Mr. Sanjay Agarwal

Data Science & ML Expert | BHU Alumni
The IoT Academy

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Ashwani Kumar

Ashwani Kumar

Senior AI Expert | 20+ Years
University of Miami

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Prof. Sumit Kalra

Prof. Sumit Kalra

Dept. of Computer Science & Engineering
IIT Jodhpur

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What Can You Become ?

These are the top career opportunities after completing a Data Science certification course:

  • • Business Intelligence Analyst
  • • Data Mining Engineer
  • • NLP Scientist
  • • Data Architect
  • • AI Solutions Architect
  • • Gen AI Engineering
  • • Natural Language Processing (NLP) Specialist
  • • Machine Learning Engineer
  • • Data Analyst
  • • AI/ML Specialist
  • • AI Engineer
  • • Big Data Engineer
  • • Prompt Engineering
  • • Business Intelligence Analyst
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Career Services

Career Services Team Career Services Team

Career Services

2-Month Guaranteed Internship

Get a sure 2-month internship with our partner companies. It helps you use what you learn in class in real work and understand how companies operate.

Hands-on Industry Experience

Work on real industry projects to build confidence, improve skills, and make your portfolio strong for placements.

Data Science, Machine Learning & AI Course Fee Structure

One Time EMI
₹ 60,000 + 18% GST

Easy EMI Available:
(4 Months - 6 Months - 9 Months)

Applied Data Science & Machine Learning Program

Special Corporate Enrollment Pricing Enroll before 20 January 2026 to avail additional 10% early bird discount.
IIT Roorkee
Avail Scholarship
Up To 30%
What's Included in the Fee
  • 140+ Hours of Instructor Led Live Training
  • Certification from E&ICT Academy, IIT Roorkee
  • Learn From IIT Professors and the Industry Experts
  • Access to Course Materials and Resources
  • Hands-on Projects and Case Studies
  • 100% Placement Support By Dedicated Team*
Additional Benefits
  • Lifetime Access to Live Recorded Sessions
  • Complimentary Career Guidance or Resume-building
  • Three Months Internship Experience By Industry Partners
  • 1:1 Doubt Resolution In Live Sessions
Financial Partner
Candidates can pay the course fee through Netbanking and credit/Debit cards. Also, with our corporate financial partnerships avail education loans at 0% interest rate*
Razorpay

Admission Process

The admission process for a E&ICT Academy, IIT Roorkee Data Science Course consists of four simple steps. An offer of admission will be made to the selected candidates and accepted by the candidates upon payment of the admission fee.

01

Online Application Form

Apply by filling out a simple online form with your personal, educational, and professional details. Our Admission Head will contact you to proceed with your application.

01
02

Screening Process

Manual Review of the application by the Admission Director's office who will gauge your passion and eligibility for the program.

02
03

Scholarship & Offer Letter

Apply for the scholarship (not mandatory) and take the test. An offer letter will be provided to the selected candidates.

04

Admission & Batch Allotment

Complete the admission and make a quick block payment formality with assistance from our loan partners, you will be given course credentials and your learning journey will begin!

Our Alumni Work At

Python
Tableau
Midjourney
TensorFlow
Git
GitHub
NLTK
Keras
Hugging Face
Hugging Face
Hugging Face
Hugging Face
Hugging Face
Hugging Face
Hugging Face

Course Offerings and Benefits

Program Perks
Live Learning
For Real-Time Experience and Classroom Feel
Other Institution
Online Flexible Learning
1:1 Live Doubt Session
Weekend Classes
Taught by IIT Faculty
Recorded Lectures Lifetime Access
Applied Industry Projects
Live Capstone Projects
Resume & Interview Preparation
2 Month Industrial-Internship
Access to the IIT Alumni Network

Success Stories From Our Learners

Meet our Alumni shaping the future worldwide with our high-profile data science course.

Rohit Singh

Data Scientist

Placed In-

The course was incredibly helpful in building my understanding of Data Science, Machine Learning, and AI. The concepts were explained clearly and simply. The hands-on experience was valuable. I highly recommend this course for anyone looking to start a career in these fields.

Read more
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Swapnil Bhanushali

Associate

Placed In-

I enjoyed the "Advanced Certification in Data Science, Machine Learning, and AI course. The lessons were practical and informative, helping me understand complex topics easily. The instructors were knowledgeable and always available for support. This course gave me the skills I needed to move forward in my career.

Read more
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Gaurav Lad

Sr. Associate Growth & Marketing

Placed In-

The IoT Academy offers a great learning experience with their Data Science and Machine Learning course. The material was well-structured, and I appreciated the real-world examples. I feel confident in my ability to apply what I learned in future projects. Highly recommend for beginners and professionals alike.

Read more
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Swati Verma

Jr BI Engineer

Placed In-

I completed the Advanced Certification in Data Science, Machine Learning, and AI and was impressed with the depth of knowledge provided. The course is very interactive, and the instructors make difficult concepts easier to understand. It’s a great investment for anyone wanting to enhance their skills in tech.

Read more
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Shubham Singh

Field Services Engineer

Placed In-

This course is perfect for anyone interested in Data Science, Machine Learning, and AI. The content is easy to follow, and the assignments helped me learn effectively. The IoT Academy has great teachers and support. I feel well-prepared for my career now. Worth the time and effort!

Read more
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Dr. Hira Zaheer

Assistant Professor of Mathematics

Placed In-

I am truly grateful to the entire team at IoT Academy for offering such a well-structured and impactful Certificate Course in Advanced Data Science and Machine Learning. I’m pleased to share that the skills and support I received through this course helped me secure a position as Assistant Professor at Jaypee University, Greater Noida.

Read more
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Satyam

Field Services Engineer

Placed In-

It is truly impressive to see how much this program offers in terms of learning opportunities. In terms of my personal interest in learning processes, this course aligns perfectly with what I'm interested in. The journey has been incredibly positive, enriching, and insightful.

Read more
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Frequently Asked Questions (FAQs)

The IoT Academy provides the best Data Science certification course in collaboration with E&ICT Academy, IIT Roorkee. This Data Science course, focusing on Machine Learning and AI, is ideal for anyone looking to build a strong foundation and advance their career in data science.

Data science involves math, mainly statistics and linear algebra, but the course covers it in a simple, understandable way, so no worries if you're not a math expert.

This course is designed to teach you how to analyze and interpret complex data, build machine learning models, and understand AI systems, preparing you for roles in data science, machine learning, and AI engineering.

You can start by familiarizing yourself with basic concepts of programming, statistics, and mathematics. However, the course will cover everything you need, so no prior knowledge is required.

You’ll gain in-depth knowledge of data science, machine learning, and AI, with hands-on experience through projects. You’ll receive a prestigious certification, career support, and access to industry-based learning.

If you miss a class, you can access the recorded session on The IoT Academy learning platform and catch up at your convenience.