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Key Features: Executive Diploma In Data Science & AI
Built For Techies, Made Easy For Everyone
Personalised learning paths
30+ projects across domains
Capstone Project of your choice
A standout Data Scientist's portfolio
Personalised Career Support
Certification by Microsoft
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Program Instructors and Industry Experts
Chandrashekar Ramanathan
Dean Academics, IIITB
- Prof. Chandrashekar has a PhD from Mississippi State University and experience of over 10 years in several multinational organisations.
Dr. Debabrata Das
Director of IIITB
- With over 210 peer-reviewed papers and 7 patents, Dr. Das has multiple global and Indian IEEE awards, and was its India Chair in 2023 and 2024.
G. Srinivasaraghavan
Professor, IIITB
- Prof. Srinivasaraghavan has a PhD in Computer Science from IIT-K and 18 years of experience with Infosys and several other MNCs.
Tricha Anjali
Ex-Associate Dean, IIITB
- Prof. Anjali has a PhD from Georgia Institute of Technology as well as an integrated MTech (EE) from IIT Bombay.
Abhishek Vijayvargia
LLM Psychologist
- Having worked with Microsoft as a Senior Data Scientist, he is an alumnus of IIT Kharagpur with 10+ years of experience in a Data Science domain
Learn with a world class curriculum
Course 1 : Advanced Math & Programming (5 Weeks)
Topics Covered:
Conditional Probability and Probability Distributions
Advanced Linear Algebra and Linear Transformations
Multivariate Calculus
GenAI for Coding and Problem-Solving
Object-Oriented Programming
Python Data Science Libraries
Database Design and SQL Querying
Introduction to NoSQL Databases
Version Control
Course 2 : Data Analysis & Exploration (5 Weeks)
Topics Covered:
Data Analysis with Python
Exploratory Data Analysis
Inferential Statistics and Hypothesis Testing
Course 3: Cloud Computing & Big Data (5 Weeks)
Topics Covered:
Cloud Computing with AWS / GCP / Microsoft Azure
Big Data Analysis with PySpark
Course 4: Foundations of ML (5 Weeks)
Topics Covered:
Machine Learning Paradigms
Linear and Logistic Regression
K Nearest Neighbors
Regularisation and Hyperparameter Tuning
Decision Trees and Ensembles
Clustering Models
Course 5: Deep Learning & NLP (5 Weeks)
Topics Covered:
Deep Learning Fundamentals
Convolutional and Recurrent Neural Networks
Lexical / Syntactic / Semantic Processing
Specialization: Data Analysis (16 Weeks)
Topics Covered:
Support Vector Machines
Naive Bayes
Feature Engineering and Model Selection
Dimensionality Reduction
Time Series Analysis
Association Rule Mining
Recommendation Systems
Explainable AI
Advanced Excel and Power BI with Copilot
Advanced Tableau
Data Storytelling Principles
Machine Learning with PySpark
Fundamentals of GenAI and Prompt Engineering
Google Looker Studio
Advanced Prompt Engineering
Large Language Model (LLM) Frameworks such as LangChain
GenAI ChatBot System Design and Development
Data Security and Governance
AI Ethics and LLM Security
Requirements Gathering and Guesstimates
Business Problem Solving and Project Management
Data Science Applications in Finance and Ecommerce
Specialization: Data Engineering (16 Weeks)
Topics Covered:
Distributed Data Processing with Hadoop Framework
Data Ingestion with Sqoop/Flume and HBase Data Querying with Hive
Cloud Native SQL Databases such as Amazon Aurora, Google Spanner, and Azure SQL
Cloud Native NoSQL Databases such as Amazon DynamoDB, Google BigTable, and Azure Cosmos DB
Linux and Java Programming
Datawarehousing and Cloud Data Warehousing
Cloud Data Warehouses such as Amazon Redshift, Google BigQuery, and Azure Synapse Analytics
Understanding ETL and ELT Pipelines
Advanced Data Modeling Concepts and Techniques
End-to-End Data Pipelining Fundamentals
Pipeline Automation with AWS Lambda, GCP Functions, and Azure Automation
Data Monitoring with Amazon CloudWatch, Google Cloud Monitoring, and Azure Monitor
Feature Stores and Vector Databases
Real-Time Processing with Flink and Kafka
Real-Time Analytics with Spark Streaming
Real-Time Analytics with Amazon Kinesis, Google Cloud Pub/Sub and DataFlow, Azure Stream Analytics and Event Hub
Multicloud and Hybrid Cloud Operating Principles
Scala
Data Build Tool (DBT)
Azure Data Factory
Modern NoSQL Databases
Infrastructure as Code (IaC) with Terraform
Data Architecting Principles
Data Security and Governance
Decentralized Governance and Data Mesh
Download Syllabus
Get a real world understanding through industry projects
Advanced Gen AI for Analytics
Analyse Amazon customer reviews to identify prevalent sentiments and themes to improve product offerings and enhance customer satisfaction or ChatGPT customer feedback to derive actionable insights for business improvement
Exploratory Data Analysis
Analyse NYC taxi operations for efficient taxi positioning or US beer production data for better brewery operation management
Advanced Data Analytics
Blinkit customer transactions and purchases data to improve product recommendations and enhance shopping experience
Tools and Technologies Covered
Python
Pandas
Sklearn
Stats Models
MySql
AWS
GCP
Azure
Py Spark
Py Torch
Keras
Open AI
Chat GPT
Llama Index
Claude
Crew AI
Lang Graph
Autogen
Power Bi
Tableau
Mongo DB
Docker
Kubernetes
Steramlit
Apache Airflow
ML Flow
Kafka
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Admission Process
Complete Application
Fill out an application form giving your basic profile details.
Offer Letter & Reserve Seat
Receive an offer letter and pay ₹15,000 to reserve a seat.
Payment
Remaining balance to be paid within 7 days or batch start date whichever comes sooner.
Pricing Plans & Program Fees
Program Fees
₹3,15,000
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Empowering learners of tomorrow
- Rigorous and job ready curriculum developed in collaboration with industry experts
- Access to job opportunities in MAANG companies
- 360 Degree Career Support with Mentorship from Industry Experts
- Networking opportunities with 10,000+ Executive alumni & leading industry experts
See what our learners say
Kushagra Saxena
"As a learner, I meticulously planned my job search strategy after completing the EPGP DS program. Recognising the need to bridge my background in chemical engineering with the emerging field of artificial intelligence, I proactively engaged in relevant projects before stepping into the interview arena. Armed with 5 years of experience in chemical engineering, I was determined to make a significant career shift. The effort invested in acquiring practical skills and hands-on experience in AI paid off when I secured a position as an AI Solution Consultant at C3AI..."
Mohit Singh
"My father was in the Indian Air Force, and I always wanted to follow suit. However, sometimes reality can be a stark departure from dreams. I realized this first when I had to enroll myself in an engineering course at NIT Surat, apparently for a stable career. I settled into my life at NIT, and being a national-level volleyball player, I also continued playing. But the lowest point in my life came when I severely injured my knee during a game. I was bedridden for weeks, and I was no longer fit enough to pursue my dream of becoming an IAF officer..."
Frequently Asked Questions
What is a Executive Diploma in Data Science & AI?
The IIIT Bangalore Executive Diploma in Data Science is a 12-month postgraduate program designed to build practical skills in managing and analyzing data. It combines theory with hands-on projects, case studies, and real-world applications to make you job-ready.How difficult is the Executive Diploma in Data Science & AI?
While the course covers in-depth concepts in DS, AI/ML, and analytics, it is structured to support learners from both technical and non-technical backgrounds. The program begins with fundamentals and gradually progresses to advanced topics, making it manageable for anyone with the commitment to learn. There is a 3 months complimentary bootcamp to build you strong in the essential concepts.What topics are covered in this Executive Diploma in Data Science course?
This executive diploma in data science covers programming (Python/R, SQL), statistics, machine learning, big data tools, data visualization, and model deployment. You also complete hands-on projects and a capstone to apply what you learn.Is any certification granted at the end of the Data Science course?
Yes. Upon successful completion, you’ll receive a certificate for your Executive Diploma in Data Science & AI and from IIIT Bangalore, a top-ranked institution in India. This NAAC A+ accredited credential is equivalent to a 1-year PG Diploma, making it highly valuable in the job market, especially for those seeking an Executive Diploma in Data Science & AI in IIIT Bangalore.Do I have to choose the specialization recommended by upGrad?
No, you have full freedom to choose your specialization. While we offer personalized recommendations based on your profile, skills, and career goals, the final decision is yours. This flexibility ensures your executive diploma in data science journey aligns with your unique aspirations.Can someone without a technical background enroll in this Executive Diploma in Data Science?
Yes, the program is designed for learners from all backgrounds. It provides foundational modules and guidance to help you build programming, statistics, and data handling skills before moving on to advanced topics.How long will my Microsoft Copilot license remain active if I enroll in the program?
Microsoft Copilot licenses provided with this program will remain active until 31st October 2025, after which access will automatically expire.What is the learning experience like for this program?
This online executive diploma in data science offers an immersive learning format. Expect live expert-led sessions, interactive assignments, industry case studies, and peer-to-peer discussions. You’ll also attend offline BaseCamps for collaborative learning. Designed for working professionals, this is one of the most flexible and impactful learning experiences available in the data science executive diploma online space.How long does this Executive Diploma in Data Science take to complete?
The program runs for 12 months, providing enough time to gain practical skills, complete projects, and build a strong portfolio while balancing work or other commitments.Can I pursue this Executive Diploma in Data Science while working?
Yes, this executive diploma in data science program is designed for working professionals. The flexible online learning format allows you to study at your own pace without interrupting your current job or responsibilities.Are flexible learning options available for this Executive Diploma in Data Science?
Yes, the program offers fully online learning with monthly start dates, making it easy for professionals to start when it fits their schedule. You can learn without leaving your current job.What job roles are available after this Executive Diploma in Data Science?
Graduates can take on jobs such as Data Analyst, Data Scientist, Machine Learning Engineer, Data Engineer, and Business Intelligence Analyst after completing executive diploma in data science. The program provides you for versatile career opportunities across industries.What is the average salary after completing this Executive Diploma in Data Science in India?
Entry-level salaries range from INR 6.7 LPA for Data Analysts to INR 15 LPA for Data Scientists and INR 11.7 LPA for Machine Learning Engineers. With experience, you can expect higher compensation as you grow in your career.Which one is better, AI or data science?
Both are high-potential fields. Data Science focuses on data analysis and decision-making, while AI involves building intelligent systems. The executive diploma in data science and AI combines both, giving you a versatile skill set to succeed across domains.Does data science require coding?
Yes. A strong understanding of Python, R, and SQL is essential, as these are core tools in data science. This best executive diploma in data science ensures you master these languages even if you're starting with basic knowledge.Can this Executive Diploma in Data Science help professionals switch careers?
Yes, the program equips learners with practical skills, hands-on experience, and industry tools, making it easier for professionals from other fields to transition into data-focused roles.Are remote and freelance opportunities available after completing this Executive Diploma in Data Science?
Yes, the skills you gain from executive diploma in data science program make you eligible for remote work, freelance projects, or consulting opportunities. The program prepares you to work flexibly in today’s data-driven job market.Are there any payment or refund flexibilities available for this program?
Yes. The program offers no-cost EMI options and 1 free deferral, allowing you to shift your batch once at no extra cost. This flexibility makes the executive diploma in data science online even more accessible.What is the Refund Policy for this Program?
You may request a refund at any time before the Cohort Commencement Date by visiting www.upgrad.com and submitting your refund form through the “My Application” section under your profile. A processing fee of ₹10,000 will be charged. Please note that once the program commences, no refund request will be considered, and any amount paid by the student will not be refunded. For detailed terms and conditions regarding the Program and the refund policy, please refer to your Program Offer letter before enrolling.How to choose the right specialization for the Executive Diploma in Data Science & AI?
Once you complete the core modules, you’ll be guided to choose a specialization based on your career goals. At upGrad, we suggest the best fit for you, helping you make the most of your executive diploma in data science from IIIT Bangalore.What are the eligibility requirements for this Executive Diploma in Data Science?
You need a bachelor’s or master’s degree in any discipline with at least 50% aggregate marks. The program is suitable for professionals from diverse backgrounds and provides foundational modules for non-technical learners.
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