Add-On Programs
B.Tech – CSE (Data Science)
Turning Data into Decisions
The Data Science programme at BRIL focuses on extracting meaningful insights from structured and unstructured data using advanced analytical tools and techniques. Add-on courses cover the full data pipeline — from raw ingestion to business-ready dashboards and predictive models.
Add-On Programmes
Data Analytics using Python & R
Core analytical programming skills that form the foundation of every data science role.
- Pandas, NumPy & SciPy
- Exploratory Data Analysis (EDA)
- R for Statistical Computing
- Data Cleaning & Wrangling
Big Data Technologies (Hadoop & Spark)
Practical exposure to distributed computing frameworks used for processing large-scale datasets.
- HDFS & MapReduce Concepts
- Apache Spark & PySpark
- Hive & HBase Basics
- Real-Time Streaming with Kafka
Data Visualisation (Tableau / Power BI)
Training in the tools that translate complex data into clear, actionable business dashboards.
- Tableau Desktop & Public
- Power BI Reports & Dashboards
- Matplotlib & Seaborn in Python
- Storytelling with Data
Statistical Modelling & Predictive Analytics
Builds the quantitative reasoning skills that underpin reliable data-driven decision-making.
- Regression & Classification Models
- Hypothesis Testing & A/B Testing
- Time Series Forecasting
- Bayesian Statistics Basics
Data Warehousing & ETL Processes
Understanding how enterprise data is stored, transformed, and made available for analysis.
- Star & Snowflake Schema Design
- ETL Pipelines using Talend / Informatica
- Cloud Data Warehouses (Redshift / BigQuery)
Business Intelligence Applications
Applying data science outputs to real business problems — the bridge between technical analysis and organisational impact.
- KPI Design & Metrics Frameworks
- Customer Analytics & Segmentation
- Demand Forecasting & Inventory Optimisation
Placement Impact
Outcome
Students gain expertise in data-driven decision-making, analytics, and large-scale data processing — skills that are consistently among the most sought-after across every industry sector.