10k+ Ratings

Data Science and Machine Learning Using Python

Master in-demand technologies like Machine Learning, Artificial Intelligence, Generative AI, Microsoft Power BI, Prompt Engineering and OpenAI's ChatGPT with our Data Science and Machine Learning Course. Gain hands-on experience, learn from top faculty and industry experts, and earn a globally recognized certificate from iHUB at IIT Roorkee.

Registration Deadline

Feb 09, 2025

Training Format

Instructor-Led Online

Duration

60+ Hours

Batch Type

Weekend/Weekdays Both

Course Overview

Don’t get left behind in the rapidly evolving world of AI and Machine Learning! This is your chance to master the hottest technologies like Generative AI, Prompt Engineering, ChatGPT, Microsoft Power BI, and advanced Machine Learning techniques that are transforming industries globally. Our comprehensive course is designed to give you hands-on expertise, in-depth knowledge, and practical skills to stay ahead of the curve. Whether it’s leveraging AI-driven automation, building predictive models, or solving real-world challenges, this is your opportunity to future-proof your career.

Opportunities in this field are growing fast—don’t miss your chance to become an in-demand AI-driven professional. Start your journey now and lead the charge in this exciting technological revolution!

Key Highlights

iHUB IIT Roorkee Certificate

100% Instructor- Led Live Training

80% Practical Sessions

24x7 Doubt Support

10+ Latest AI Tools Covered

One-on-One with Industry Mentors

Bi-weekly Industry Projects

One Capstone Project

Skills and Tools Covered

Applications Open (High Demand, Apply Soon)

Why should you join this course?

Earn an Elite Certificate

Receive a Certificate of Course Completion from iHUB DivyaSampark, IIT Roorkee supported by DST Govt. of India.

Join as a Beginner

Enroll in our beginner - friendly course with no prerequisites required. Start your journey from scratch. Start from Hello, World!

ML and AI is the Future

AI is driving the Future of Technology and Innovation. Embrace its power to transform industries and enhance everyday life.

Exposure to Latest Trends

Attend live online sessions on Generative AI, Open AI, ChatGPT, and know their applications in real life.

Flexible Timings & 24*7 Support

Session timings are scheduled during off-hours, providing flexibility along with mentor and TA support whenever needed.

Better Career Opportunites

Engineers from Data Science and Machine Learning field are among the highest paying professionals. Lakhs of vacant positions.

Top Career Options in Data Science and Machine Learning

Machine Learning Engineer

Data Analyst

Data Scientist

Business Analyst

Data Engineer

AI Engineer

Applications Open (High Demand, Apply Soon)

World Class Mentors

Sudhir Chaudhary

B.Tech IIT Roorkee

Co-founder and CEO

(Diginique TechLabs)

Bipul Shahi

10+ Years Experienced

Lead Instructor

(Diginique TechLabs)

Abhishek Teotia

Middlesex University, London

Teaching Assistant

(Diginique TechLabs)

Applications Open (High Demand, Apply Soon)

Course Features and Benefits

60+ Hours live instructor-led online classes.
Small batches for one to one interaction and doubt sessions.
Learn from the best faculties of the industry.
Interaction with the learners from PAN India IITs, NITs, and reputed organizations.
Complete recording of the course, daily with life time access.
A chance to present your research/development related work among other participants.
6 Months online support related to the course content.
A digital toolkit of PPTs/software packages, study material and project codes for all participants.
24*7 support and assistance through WhatsApp group with the instructor.
Regular assignments, quizzes and assessments to ensure a smooth learning.

Detailed Course Curriculum

Module 1: Introduction to Python

Basic Overview
Variables
Data Types
Conditional Statements
Loops
Pandas
NumPy
Matplotlib
Seaborn
Data Manipulation
Feature Scaling and Transformation
Visualization
Statistics

Module 2: Exploratory Data Analysis (EDA)

Introduction to EDA
Descriptive Statistics
Data Visualization
Handling Missing Data
Indentifying Outliers
Correction Analysis

Module 3: Microsoft Power BI

Introduction to Power BI
Data Preparation, Modelling and Visualisation
Power BI Dashboard and Data Transformations
M Query and Hierarchies
DAX Essentials
Slicers, filters, Drill Down Reports
Power BI Query, Q & A and Data Insights
Power BI Settings, Administration and Direct Connectivity
Embedded Power BI API and Power BI Mobile
Power BI Advanced and Power BI Premium

Module 4: Fundamentals of Machine Learning

Introduction
Supervised Learning
Unsupervised Learning
Reinforcement Learning
K-Fold Cross-Validation
Confusion Matrix
ROC Curve
Linear Regression
Polynomial Regression
Logistic Regression
Decision Trees
k-Nearest Neighbours (k-NN)

Module 5: Naïve Bayes and Support Vector Machines

Introduction to Probabilistic Classifiers
Understanding Naïve Bayes
Math behind Bayes theorem
Introduction to SVM
Concepts and Advantages
Linear and Nonlinear SVM Classifiers
Kernel Functions
Classification and Regression

Module 6: Ensemble Learning

Introduction to Ensemble Methods
Concepts and Benefits
Bagging
Boosting
Stacking

Module 7: Unsupervised Learning

Introduction to Unsupervised Learning
Concepts and Applications
K-means Clustering
Hierarchical Clustering
Dimensionality Reduction
PCA

Module 8: Generative AI and Prompt Engineering

Generative AI

Introduction, Types of Generative AI
Image, Text, and Audio Generation
Generative Adversal Networks (GAN)
Long Short-Term Memory (LSTM)
Transformers, Hugging Face Transformers
BERT, GPT-3, T5
Large Language Models (LLM)
10+ AI Tools Covered

Prompt Engineering

Introduction
Prompt Design
Zero-shot, One-shot, Few-shot prompts
Chain of Thought (CoT) Prompting
Role Specific Prompting
Tree of Thoughts (ToT) Prompting
Application Specific Prompts
Prompt Optimization, APIs for Custom Integration
Response Evaluation, Iterative Testing

Module 9: Flask and REST API Deployment

Introduction to Flask for Web App Development
Building RESTful APIs with Flask
Deployment of Machine Learning Models as REST APIs

Module 10: MS Excel and MySQL

M S Excel:

Statistical Functions, Logical Functions
Mathematical Functions, Lookup Functions
Worksheets, Formatting, Formulas
Sorting, Filtering, Date and Time
Charts, Dashboards, What-if Analysis
Printing, Keyboard Shortcuts

MySQL:

Introduction to MySQL
SQL Commands, Data Types, Constraints
Operators, Clause, SQL Statement Fundamentals
Group By Statements, Window Functions
Aggregate Functions, Joins, CTE Table, Sub-Query, Index
Advanced SQL Commands, Creating Databases and Tables
Conditional Expressions and Procedures

Module 11: Project Development

Project Planning
Data Acquisition
Model Building
Development
Training
Evaluation
Presentation
Demonstration

Module 12: Guest Lectures and Case Studies

Guest Lectures by renowned and eminent AI experts
Real-World Case Studies and Applications
Troubleshooting issues
Problem Solving
Interactive Sessions

Industry Projects

Project 1

Create a Virtual Assistant with Generative AI

Develop a conversational chatbot that can engage in meaningful dialogues, answer questions, provide recommendations, and assist with tasks based on the documents provided.

Project 2

Real Estate Price Prediction Model

Develop a prediction engine for real-world use to help developers determine house selling prices and assist customers in finding the best time to purchase a home comparing various parameters.

Project 3

Credit EDA Case Study- Loan Eligibility

Develop a model for a finance company which lends various loans and use EDA to analyse the patterns. Ensure that the eligible applicants are not rejected and defaulters are not selected.

Project 4

Online Product Recommendation System

Create an application that suggests products users might like to buy or engage with. Enhance the user experience by presenting appealing options tailored to individual preferences.

Our Alumni Work At

Applications Open (High Demand, Apply Soon)

Globally Recognized Certificates

How are we different - A Quick Comparison

Important Features	Our Program	Other Programs	YouTube
Structured Curriculum
100% Live Sessions
Fastest Doubt Support
24*7 Instructor Availability
Globally Recognized Certification
6 Months Mentorship Support
Live Teaching Assistant Support
Industry Oriented Real-Time Projects

Applications Open (High Demand, Apply Soon)

Who can apply for this course?

College/University Students enrolled in any branch/year.
PhD/Research Scholars/JRF/SRF/RA/Postdoc etc.
Working Professionals looking forward to transition and build their career into Data Science and Machine Learning.
Freshers who wish to start their Career in the Data Science and Analytics Field.
Professors/Faculty Members looking forward to update their tech skills.
Any Individual with a strong interest in learning Data Science and ML.

Success Stories - Transform Your Career

Sushmita Chitranshi

IIFT Delhi

The hands-on sessions were the most valuable part of the course. They provided ample time to practice real-world problems and apply the skills I learned, significantly enhancing my experience. The course was engaging, insightful and rewarding.

Amey Thakur

University of Mumbai

My overall experience was very good during my training at Diginique TechLabs. The way of teaching was outstanding and engaging with obvious and immediate results. I learned wonderful techniques that I will use in my practice. Keep going, Diginique!

Akriti Chandra

VIT Vellore

Throughout this course, I had an incredible opportunity to dive deep into Data Science and ML and apply my knowledge to a hands-on project, “Airline Reservation System”. This experience allowed me to gain valuable skills in programming and project.

Krishna Mathur

Manipal University Jaipur

This training has been a transformative experience, equipping me with cutting-edge skills in data science, machine learning, and artificial intelligence. The hands-on approach and expert guidance have significantly enhanced my proficiency.

Abidass K

Anna University Chennai

This intensive program equipped me with comprehensive knowledge and hands-on experience in building dynamic web applications. Huge thanks to the instructors and Diginique TechLabs for their invaluable guidance and support throughout this journey.

Nakul Mantri

IIIT Surat

I would like to extend my warmest regards to Diginique TechLabs. Their excellent training and support enabled me to perform to my full potential and hone my skills. I am truly grateful for the opportunity to learn and grow with their guidance, mentorship and support.

Khushboo Pal

SDE- 1, Jellyfish

This course provided a perfect balance of theoretical knowledge and practical skills. The real-world projects and assignments were invaluable in helping me apply the concepts directly to my work. The support from the instructors was prompt and outstanding.

Jaspreet Sirswal

SDE- 2 , Dream 11

The course exceeded my expectations in terms of content and delivery. The practical focus and industry-relevant projects helped me sharpen my skills and stay updated. The community support was excellent, making the learning journey enjoyable and productive.

Prof. Akshat Agrawal

Amity University Delhi

The course was well-structured, combining theory with practical applications effectively. The hands-on projects helped students apply their knowledge in real-world scenarios, and the support from instructors was excellent. It greatly enhanced the technical skills.

Applications Open (High Demand, Apply Soon)

Learners Joining from Prominent Places

Complimentary Bonuses for All Learners

10+ Additional AI Tools to save your time by 2 Hrs/day

Lifetime Community Support and Assistance

StartUp Incubation Support upto 50 Lakhs by iHUB IIT Roorkee

100+ Customisable PPT Templates

500+ Excel Formulas and Tricks Sheet

50+ Productivity Hacks to boost efficiency

AI Tools to 10x Your Productivity and Save Your Time by 2 Hrs/Day

Applications Open (High Demand, pply Soon)

AI Tools for LinkedIn

Use AI tools to find leads, land jobs, and create amazing posts.

AI Tools for Microsoft Excel

Master Excel formulas effortlessly without the need to memorize them.

AI Tools for Data Analysis

Harness AI tools to simplify and enhance data analysis with precision.

AI Tools for Interview Preparation

Master and practice key interview skills and secure your dream job.

AI Tools for Report Building (Research)

Use AI to craft versatile research reports and analyze research papers.

AI Tools for Coding / Programming

Leverage AI tools to write efficient and error-free code effortlessly.

AI Tools for PowerPoint Presentations

Create stunning presentations in just few minutes and save your time.

AI Tools for Image and Video Generation

Generate professional images and videos instantly.

AI Tools for Resume and Personal Brand Building

Craft ATS-friendly resumes and use AI to become your office star.

Batch Information - Weekend and Weekdays Both

Weekdays Batch
Course Duration: Six Weeks
Daily Timing: 7 - 9 PM (Mon- Fri)
Start Date: Feb 17, 2025

Weekend Batch
Course Duration: Ten Weeks
Daily Timing: 2 - 5 PM (Sat - Sun)
Start Date: Feb 22, 2025

Pre-requisites & Registration Process

Learning Path

Eligibility

Pre-requisites & Registration Process

Learning Path

Eligibility

Applications Open

Limited Seats Available

₹ 2,999/-

Registration Fee

Total Fee: 14,999/- 9,999/- (Including Registration Fee)

About iHUB DivyaSampark at IIT Roorkee

iHUB DivyaSampark, a section 8 company (Non-Government Organization), is a Technology Innovation Hub, at IIT Roorkee and was set up under the National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS), initiated by the Department of Science & Technology (DST), Govt. of India to build innovative solutions, to train manpower and encourage entrepreneurship for the world’s current 4.0 and sustainable smart cities. It is being coordinated by a high-level inter-ministerial coordination committee headed by Niti Aayog CEO, DST Secretary, Secretary, MeitY, Secretary, D/o Heavy Industry, Secretary, D/o Health Research and Central Line Ministries/Departments are members of this committee.

Frequently Asked Questions (FAQs)

What if I have entered my email/phone number wrong
while registering?

No need to worry. Just drop us an email at info@diginique.com and the same will be corrected within 24 hrs.

My payment did not go through successfully. What should I do now?

We apologize for this inconvenience. We encourage you to write to us at info@diginique.com for further guidance. Our team will assist you within 24 hrs.

How can I access the course?

Our team will send you an email with all the necessary details 12 hours prior to the start of the course. This email will include the course joining link and access to the LMS.

Do I need to install or buy any software for this program?

We will provide you all the required software(s) during the session and help you in installing the same, it’ll be completely free. You don’t need to do anything before joining the program.

Is this course really 100% online? Do I need to attend any classes offline at IIT Roorkee campus?

This course is entirely instructor-led online, so there’s no need to be in a classroom in person or at IIT Roorkee campus. You can access your lectures, readings and assignments anytime and anywhere via the web or mobile.

Is attending all live classes compulsory for certification? What if I miss one or more than one class?

We highly encourage everyone to attend all live classes to ensure a smooth learning experience. However, attendance is not mandatory to receive the certificate.

For your convenience, we provide complete recordings of each class on a daily basis. Additionally, you are welcome to reach out to the instructor or teaching assistant at any time for any queries or assistance.

How will my doubts get resolved? What is covered under 24*7 support promise?

We have one dedicated teaching assistant (TA) for your course to take your doubts 24*7. Also, you’ll have one WhatsApp group with the instructor for all the discussions related to the course. We offer 24*7 support through email, chat, and calls.

Does this course provide any placement guarantee?

While we do not offer a placement guarantee, we provide strong placement assistance through our dedicated community, offering guidance, networking opportunities, and resources to help you secure relevant positions in the industry.

I am from Non-tech/ Non-CSE background. I don’t know anything about data science, can I still join this course?

While the course and curriculum are primarily geared towards engineering streams, anyone from any department is welcome to join. We will begin the course from the basics, so no prior knowledge or prerequisites are required.

What if I am not satisfied with the instructor or the way of teaching?

If you have any issue(s) related to the course and delivery, kindly write to us at info@diginique.com. Our team will reach out to you within 24 hrs and assist you patiently.

What if I cancel my registration? Will I get refund?

We’re sorry to hear you may need to cancel your enrollment. Cancellations are allowed within the first two days of the course, with a refund processed after deducting standard charges (25% of the total fee).

Please note, refunds are not available before the course starts, and failure to pay remaining installments on time will result in automatic cancellation of your registration without any refund.

I have completed my course. What am I supposed to do now?

You will receive a Certificate of Completion within 48 hours after the course ends. Additionally, a capstone project will be assigned to you, which must be submitted within two weeks. Upon successful submission of the project, you will be awarded the second certificate.

What is the validity of the course material? Will it be with me for the lifetime?

We understand that you might need course material for a longer duration to make most out of your subscription. You will get the lifetime access so that you can refer to the course material anytime.

Whom should I contact if I have additional questions or queries ?

You can contact us at info@diginique.com or at +91-7409146082 (24*7) for all queries related to this course.