Post Graduate Certificate in Data Science & AI (Executive)
A 6-month online Executive Post Graduate Certificate from IIIT Bangalore, delivered via upGrad, providing a strong foundation in Python, SQL, Machine Learning, Deep Learning, Big Data and NLP for working professionals seeking to upskill without pausing their careers.
📚 What You'll Learn
✨ Program Highlights
What makes the Post Graduate Certificate in Data Science & AI (Executive) program exceptional
✨ Course Highlights
🎯 Learning Experience
📖 Course Curriculum
Syllabus for Post Graduate Certificate in Data Science & AI (Executive)
Course 1 (5 Weeks): Advanced Math & Programming
- Conditional Probability
- Linear Algebra
- Multivariate Calculus
- OOP
- SQL Querying
- NoSQL Databases
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
- Decision Trees & Ensembles
- Clustering
Course 5 (5 Weeks): Deep Learning & NLP
- Deep Learning Fundamentals
- CNNs & RNNs
- NLP: Lexical/Syntactic/Semantic Processing
🎓 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.