Post Graduate Advanced Certificate in Data Science

About Course

The Post Graduate Advanced Certificate in Data Science is a comprehensive 7-month online programme designed to equip graduates with the skills and knowledge needed for a successful career in data science. This programme features expert lectures from industry professionals and covers a wide range of essential topics. Upon completion, students will have a deep understanding of data science concepts, proficiency in programming languages and tools, the ability to apply statistical analysis, and a strong grasp of ethical and responsible data science practices. With a well-structured curriculum and live online sessions, this program prepares students for a successful and rewarding career in the field of data science.

Course Content

Foundation

Basics of Python Programming
Data Analytics with excel
SQL
Data Vizualization using tableau

Core

Specialisation/Electives (Choose one)

Hackathon

Capstone Project – Specialisation 1 – Applied Data Analytics
Learners can choose any 1 project based on the chosen specialisation.

Capstone Project – Specialisation 2 – Data Engineering
Learners can choose any 1 project based on the chosen specialisation.

Capstone Project – Specialisation 3 – Machine Learning & Deep Learning
Learners can choose any 1 project based on the chosen specialisation.

About Course

What Will You Learn?

Course Content

Foundation

Basics of Python Programming

Data Analytics with excel

SQL

Data Vizualization using tableau

Core

Python libraries for Data Science

Stats for Data Science

Data Vizualization with powerBI

EDA – Data Exploration and wrangling

Basics of Machine Learning

Specialisation/Electives (Choose one)

Machine Learning and Deep Learning

Data engineering

Applied Data Analytics

Hackathon

Capstone Project – Specialisation 1 – Applied Data Analytics Learners can choose any 1 project based on the chosen specialisation.

Data Quality and Data Exploration of Credit card dataset

Predictive Analytics For Customer Churn in Telecom Domain

Predictive Analytics for Course Enrollment Propensity in Education Programs

Applied Analytics for Fraud Detection and Customer Insights in E-commerce

Applied Analytics – Optimizing E-commerce Performance and Customer Insights

Capstone Project – Specialisation 2 – Data Engineering Learners can choose any 1 project based on the chosen specialisation.

Bank loan portfolio data processing using spark SQL and hive

Taxi Trip Data Analysis spark SQL and hive

Covid-19 Data Analysis spark SQL and hive

Heart Stroke Predictions using PySpark

Hotel Reservations predictions using PySpark

ML model in PySpark for Credit Card approval

Capstone Project – Specialisation 3 – Machine Learning & Deep Learning Learners can choose any 1 project based on the chosen specialisation.

Energy Usage prediction system

Smart crop managnment using ml algorithms

Building Data Science Intelligence for a Restaurant Aggregator

Lung cancer Detection using CT scan images

Brain Stroke classification using MRI scan images.

Sentiment Analysis on Employee reviews

Automobile Review classification

Binary Image classifier for Knee Joint for Ligament Tear using MRI images

Capstone Project – Specialisation 1 – Applied Data Analytics
Learners can choose any 1 project based on the chosen specialisation.

Capstone Project – Specialisation 2 – Data Engineering
Learners can choose any 1 project based on the chosen specialisation.

Capstone Project – Specialisation 3 – Machine Learning & Deep Learning
Learners can choose any 1 project based on the chosen specialisation.