Year-wise Cash-Flow & Fee Trajectory
Breakdown incorporating verified tuition schedules, examination fees, technical lab kits, and student hostel & mess charges.
| Academic Year | Tuition Fee (₹) | Development & Lab Fee | Hostel & Living Fee | Annual Outlay (₹) |
|---|
Estimated Pune City Living Cost Comparison (Annual)
₹95,000 - ₹1,30,000 / yr
₹1,20,000 - ₹1,60,000 / yr
₹1,40,000 - ₹1,90,000 / yr
Curriculum Architecture & Competency Balance
B.Tech in AI & Data Science combines the complete data lifecycle (wrangling, statistical inference, data pipelines) with autonomous machine learning algorithms and decision agents.
Data Science Pathway
Data Lifecycle- 1. Data Ingestion & ETL Pipelines Sem 3
- 2. Exploratory Data Analysis & Pandas Sem 4
- 3. Statistical Inference & Regression Sem 4
- 4. Big Data Hadoop & Spark Clusters Sem 5
- 5. BI, Dashboards & Visual Analytics Sem 6
- 6. Data Governance & Model Ethics Sem 7
Artificial Intelligence Pathway
Autonomous ML- 1. Classical Search & Knowledge Rep Sem 3
- 2. Supervised & Unsupervised ML Sem 5
- 3. Deep Neural Nets & PyTorch Sem 6
- 4. Natural Language Processing (LLMs) Sem 6
- 5. Computer Vision & OpenCV Sem 7
- 6. Reinforcement Learning & Agents Sem 8
Semester Milestone Roadmap (8 Semesters)
Linear Algebra, Multivariable Calculus, Python Programming, Digital Electronics.
Data Structures, Discrete Math, R for Statistics, Database Management & SQL.
Machine Learning Ops, Deep Learning, Cloud Distributed Systems, NLP.
Capstone Industry Project, Autonomous Agents, Computer Vision, MLOps Deployment.
Pune Engineering & University Admission Rules
1. 10+2 PCM Mandate
Candidate must have passed 10+2 with Physics and Mathematics as compulsory subjects along with Chemistry/Biotech/Computer.
2. Entrance Exam Scores
Valid non-zero percentile in MHT-CET (PCM) or JEE Main Paper 1 or University-specific entrance (e.g. PERA-CET / MIT-WPU CET).
3. Domicile & Reservations
Maharashtra State Candidature types (A through E) eligible for state quota fee concessions and reserved category relaxation.
Audit Check for Current Active Inputs:
- Entered PCM Aggregate: 78%
- Candidate Category: General (Requires ≥ 50.0%)
- Clearance Status: Eligible for Admission Consideration (Meets 10+2 PCM Criteria)
- Estimated MHT-CET Merit Tier: Top 15% Competitive Rank Zone
Education Loan Amortization & Starting Salary ROI
Loan Key Indicators
Industry Placement Projections
*Note: Moratorium period includes 4 years of study + 6 months grace period under standard SBI Scholar / HDFC Credila education loan guidelines.