Data Science & AI IIT-IIM

Executive Diploma in Data Science & Artificial Intelligence

A 12-month online Executive Diploma co-developed by IIIT Bangalore and delivered by upGrad. Covers Python, statistics, cloud computing, big data, machine learning, deep learning and NLP, with a choice of Data Analysis or Data Engineering specialization, and an optional complimentary 3-month bootcamp for beginners.

4.5 (12872+ reviews)

30000+ enrolled

12 Months total duration

📚 What You'll Learn

Advanced Math & Programming (Python, SQL, NoSQL)

Data Analysis & Exploration (EDA, Inferential Statistics)

Cloud Computing & Big Data (AWS/GCP/Azure, PySpark)

Foundations of Machine Learning (Regression, Clustering, Trees)

Deep Learning & NLP (CNNs, RNNs, Transformers)

Specialization Track: Data Analysis OR Data Engineering

Executive Diploma in Data Science & Artificial Intelligence

₹280,000 ₹350,000 20% off

Certificate of Completion

Downloadable Resources

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✨ Program Highlights

What makes the Executive Diploma in Data Science & Artificial Intelligence program exceptional

✨ Course Highlights

Eligibility: Bachelor's/Master's degree in any discipline with min. 50% aggregate

Co-developed by IIIT Bangalore (NAAC A+, NIRF Top 100 2024) & powered by upGrad

WES-recognised Executive Diploma, equivalent to a full-year PG Diploma

Complimentary 3-Month Programming & Math Bootcamp for beginners

Complimentary Microsoft Generative AI Professional Certificate

🎯 Learning Experience

Live interactive sessions

Guided hands-on practice

Real-world industry case studies

Capstone project implementation

Career preparation and employability modules

📖 Course Curriculum

🎯 MODULES

Syllabus for Executive Diploma in Data Science & Artificial Intelligence

Course 1 (5 Weeks): Advanced Math & Programming

Conditional Probability & Probability Distributions
Advanced Linear Algebra
Multivariate Calculus
GenAI for Coding
OOP
Python Data Science Libraries
SQL & NoSQL Databases
Version Control

Course 2 (5 Weeks): Data Analysis & Exploration

Data Analysis with Python
Exploratory Data Analysis
Inferential Statistics & Hypothesis Testing

Course 3 (5 Weeks): Cloud Computing & Big Data

Cloud Computing (AWS/GCP/Azure)
Big Data Analysis with PySpark

Course 4 (5 Weeks): Foundations of ML

ML Paradigms
Linear & Logistic Regression
KNN
Regularisation & Hyperparameter Tuning
Decision Trees & Ensembles
Clustering Models

Course 5 (5 Weeks): Deep Learning & NLP

Deep Learning Fundamentals
CNNs & RNNs
Lexical/Syntactic/Semantic Processing

16 Weeks: Specialization (Data Analysis or Data Engineering)

Data Analysis track: SVM, Feature Engineering, Time Series, GenAI & Prompt Engineering, Tableau/Power BI
Data Engineering track: Hadoop, Hive, ETL/ELT, Cloud Data Warehousing, Kafka, Terraform, Data Mesh

🎓 Earn Recognized Credentials

❓ Frequently Asked Questions

Got questions? We've got answers

Is this course completely online?

Yes, this course is 100% online. You can access it anytime, anywhere with an internet connection.

Will I get a certificate after completion?

Yes, you will receive dual credentials - university academic accreditation along with internationally recognized IABAC certification upon successful completion.

Can I get a refund?

Yes, we offer a 30-day money-back guarantee if you're not satisfied with the course.

Is there any live support?

Yes, you'll get 24/7 support from our teaching assistants and access to community forums for doubt resolution.