India's Premier ISI Entrance Coaching

Crack ISI BStat & BMath
with India's Best

Expert Coaching by Dr. Sourav Sir · Kolkata & Online

The Indian Statistical Institute (ISI) BStat & BMath entrance examination is one of the most rigorous and prestigious mathematics assessments in India. Dr. Sourav Sir's Classes offers a structured, concept-driven coaching programme that transforms your raw potential into a confident, exam-ready performance — with proven strategies, exhaustive problem practice, and personalised mentorship.

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Did you know? ISI BStat & BMath are among the top 3 hardest undergraduate mathematics entrances in India, with acceptance rates below 2%. Most successful students begin structured preparation at least 12–18 months in advance — this is your starting point.

📘 UGA & UGB Coverage 🧮 500+ Solved Problems 🎯 Mock Test Series 🏫 Offline + Online Batches 📊 Weekly Progress Reports 🏆 ISI-Specific Strategy
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Mathematics is not about numbers, equations, computations, or algorithms: it is about understanding. And at Dr. Sourav Sir's Classes, that understanding becomes your competitive edge.

— Dr. Sourav Sir · Sourav Sir's Classes, Kolkata

Your ISI Success Roadmap

1
EnrolFoundation Build
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PracticeProblem Drills
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Mock TestsExam Strategy
4
ReviseFinal Sprint
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Clear ISIDream Realised
ISI-Specific Curriculum 🏅 Expert Faculty 📱 Mobile-Friendly Notes 🔁 Recorded Lectures 💬 WhatsApp Support 🎓 PYQ Bank Included
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Concept-First Teaching

Every formula is derived, every theorem explained — no rote learning

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Structured Study Plan

Week-by-week syllabus with milestones and progress tracking

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Online & Offline

Join from anywhere in India — live classes + recorded access

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Proven Results

Consistent selections to ISI, CMI & top stat institutions

Complete Academic Blueprint

Syllabus · Exam Structure
& Teaching Methodology

A deep, structured map of what you study, how it connects to the exam, and the intelligent academic system that transforms preparation into selection.

📊 Exam Snapshot

📝 2 Papers
(UGA & UGB)
⏱️ 2h Each Paper
Duration
🎯 100 Marks per
Paper
📉 <2% Selection
Rate

⚖️ Marking Scheme & Exam Intelligence

UGA (Multiple Choice): 30 MCQs × 4 marks = 120 marks, scaled to 100. Negative marking of −1 applies. Strategy: Never guess blindly — with 4-option MCQs the expected gain from random answering is negative. Focus on eliminating 2 options first.

UGB (Short Answer / Descriptive): Approximately 10–15 problems requiring full written solutions. Partial marking exists — always show working clearly, even if you cannot complete a proof. Examiners award marks for correct approach and logical structure.

📚 Paper-wise Syllabus Breakdown (tap cards to flip)

📈 Topic Weightage Analysis (Combined UGA + UGB)

Calculus & Real Analysis 22%
Probability & Statistics 20%
Algebra & Number Theory 18%
Linear Algebra 17%
Combinatorics & Geometry 15%
Abstract Algebra & Proof Writing 8%

🔬 Question Types & Difficulty Profile

Computation MCQ
Direct calculation, known formula application. ~30% of UGA
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Concept MCQ
Theorem application, counterexample identification. ~40% UGA
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Trick MCQ
Elegant shortcut exists — brute force will fail under time. ~30% UGA
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Proof (UGB)
Full written proof with justification, partial marks available

🔗 Conceptual Dependency Flow

🧠 How ISI Syllabus Topics Build on Each Other
📐 Fundamentals: Sets, Logic, Proof Techniques
The language of all mathematics — must be absolute
∑ Algebra + Calculus (Foundation Layer)
Polynomial theory, limits, derivatives, integrals, matrices
🎲 Probability Theory (Synthesis Layer)
Builds on Calculus (integration) + Algebra (combinatorics)
📊 Real Analysis + Abstract Algebra (Rigour Layer)
Formalises everything above — critical for UGB
🏆 ISI Exam: Integrated Cross-Domain Problems
No topic exists in isolation — the exam rewards synthesis

⏱️ Optimal Time Allocation Per Topic (Exam Day)

⏰ UGA — 2 Hrs / 30 Questions Time Strategy
Computation-type MCQs
Direct formula application — aim to solve in under 2 mins
≤2 min
🔮 Concept-type MCQs
Theorem recall + elimination strategy
2–3 min
🧩 Trick-type MCQs
If shortcut not found in 3 min — skip & return
3–4 min
🔍 Review & Skipped Questions
Revisit flagged questions with fresh perspective
20 min
The Academic Philosophy

Not Coaching. A System of
Intellectual Engineering.

Every session is designed with a precise purpose — to take a student from concept exposure to unconscious competence. Dr. Sourav Sir's methodology doesn't just cover the syllabus — it builds the mathematical mind ISI selects.

🔬 The 5-Phase Teaching Architecture (tap each to expand)

👥 Small Batch Mentorship Model

👨‍🏫 8:1 Maximum Batch Ratio — Your Attention Guaranteed
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Maximum 8 students per batch ensures Dr. Sourav Sir knows every student's strengths, gaps, and learning pace. This is not a classroom — it is a personalised academic partnership.

🔄 Structured Accountability & Feedback Loop

📈 Progress Tracking & Monitoring Tools

📋 Personalised Performance Dashboard
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Weekly Score Report
Mock scores, problem set accuracy, and topic-wise performance tracked every 7 days
Weekly
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Topic Mastery Map
Visual map of all syllabus topics, colour-coded by mastery level: needs work / improving / exam-ready
Live
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Parent/Guardian Updates
Fortnightly progress summary shared with guardians — transparent accountability loop
Fortnightly
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Readiness Score
Composite "ISI Readiness Index" scored out of 100 — updated monthly based on all parameters
Monthly

💬 Doubt Resolution Architecture

🛠️ 3-Tier Doubt Resolution System
Tier 1 — In-Class Live Resolution All doubts raised during class are resolved immediately. Small batch size ensures no question goes unanswered.
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Tier 2 — Dedicated WhatsApp Doubt Window Daily 1-hour window (typically evening) where Dr. Sourav Sir personally responds to written doubts with typed or voice-note solutions.
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Tier 3 — Weekly Doubt Compilation Session Recurring 30-minute session where the top-voted doubts of the week are discussed on video — building a shared doubt bank accessible to all students.
Evaluation & Academic Resource Architecture

Mock Test Intelligence
& Study Material Ecosystem

A scientific evaluation framework of 40+ tests combined with a layered study material system — built to leave no gap between preparation and selection.

The Evaluation Framework — By Numbers
0 Total Mock
Tests
0 Sectional
Tests
0 Full-Length
Simulations
0 Error Reports
Generated

🧪 4-Tier Testing Architecture (tap to expand)

🧠 Diagnostic Evaluation Layers

⚙️ What Happens After Every Test
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Score Decomposition Report
Every test score is broken into topic-by-topic components. Not just "you scored 58" — but "you lost 14 marks in Probability and 9 in Algebra, with 6 from time mismanagement."
Per Test
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Percentile Benchmarking
Each student's score is benchmarked within batch percentile AND against estimated ISI admission cutoffs, giving a real-time selection probability indicator.
Live
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Score Trend Analysis
8-week rolling average tracked across all test tiers. Students can visually see their trajectory — flat, improving, or regressing — with early warning triggers if decline detected.
8-Week
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Attempt Strategy Audit
UGA answers are audited for attempt-vs-skip patterns. Did the student skip solvable questions? Attempt unsolvable ones? Over-spend time? The audit reveals behavioural exam mistakes beyond content knowledge.
Behavioural
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UGB Answer Architecture Review
Each UGB answer physically annotated by Dr. Sourav Sir: marks for logical structure, notation, proof completeness, and communication clarity — not just mathematical correctness.
Manual

🔴 Error Classification System

🛡️ The 4-Category Error Intelligence Framework
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Conceptual Gap
Fundamental misunderstanding of a definition, theorem, or principle. Requires topic revisit.
High Priority
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Approach Error
Concept understood but wrong method applied. Requires strategy training and pattern recognition.
Mid Priority
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Time Mismanagement
Solvable questions abandoned, unsolvable over-attempted. Fixed via attempt strategy training.
Behavioural
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Calculation Slip
Method correct, arithmetic wrong. Isolated via repeated pattern — indicates speed or pressure issue.
Low Priority

📊 Performance Benchmark Zones

🎯 ISI Readiness Percentile Mapping
🔴 Critical Zone Below 40 — Immediate intervention + adaptive test priority
0–40%ile
🟡 Development Zone 40–65 — On track, targeted sectional reinforcement needed
40–65%ile
🟢 Competitive Zone 65–85 — Strong candidate, polish exam strategy and speed
65–85%ile
🏆 Selection Zone Above 85 — ISI selection probability high, maintain and sustain
85–100%ile

🔁 Post-Test Strategic Recalibration

⚡ What Changes After Each Full-Length Mock
  • 📌
    Week Plan Revision: The upcoming week's class plan is adjusted based on batch-wide performance data — weak topics across the batch get additional attention next session.
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    Individual Error Portfolio Update: Each student's cumulative error file is updated — all errors tagged, categorised, and added to their personal adaptive test bank.
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    1:1 Strategy Session (Bottom 30%): Students below batch median get a 15-minute personal debrief with Dr. Sourav Sir — identifying root cause, not just symptom.
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    Score Projection Update: After each full mock, the student's ISI readiness score is recalculated and shared — transparent, data-driven, no false reassurance.
The Academic Resource Ecosystem

Not Just Notes —
A Complete Knowledge Architecture

Every piece of study material is engineered with a specific learning purpose. From first exposure to exam-day recall — the material system covers every layer of the preparation journey, with zero reliance on external sources.

📖 5-Layer Material Architecture (tap cards to explore)

📈 Past Year Trend Analysis — Topic Frequency Heatmap

📅 ISI PYQ Topic Recurrence (2018–2024)
Calc
22%
Prob
20%
Alg
18%
LinAlg
17%
Combi
15%
Calculus & Analysis Probability Algebra Linear Algebra Combinatorics

🏷️ Integrated PYQ Tagging System

🔖 Every PYQ Tagged Across 5 Dimensions
📅 Year Tags
ISI 2024 ISI 2023 ISI 2022 ISI 2021 ISI 2020 ISI 2019
🎯 Difficulty Tags
1★ Warm-up 2★ Standard 3★ Hard 4★ ISI-Level 5★ Challenge
🔗 Topic Tags
Calculus Real Analysis Probability Algebra Combinatorics Lin. Algebra
⚡ Strategy Tags
Shortcut Exists Trap Question Multi-Step High Frequency

✍️ Solution Presentation Architecture

📐 Every Solved Problem Follows This 6-Step Presentation
1
Problem Restatement
The question is restated in clean mathematical language, identifying exactly what is being asked and what conditions apply.
Clarity
2
Strategic Observation
"Notice that..." — a key insight that unlocks the problem. Teaches students to look before computing, building the habit of mathematical observation.
Insight
3
Primary Solution (Full Steps)
Most elegant method, every step justified with the theorem or identity used — students see not just what but why.
Core
4
Alternate Method
Second approach — often longer but more mechanical. Gives students a fallback when the elegant method doesn't come in exam pressure.
Backup
5
Common Error Warning
"Most students incorrectly..." — a specific, common mistake for this problem type is called out explicitly with explanation of why it is wrong.
Error-Proof
6
Generalisation & Extension
"What if the condition changes to...?" — extends the problem to a harder variant, building adaptive problem-solving capacity beyond the original question.
Extend

⚡ Revision Capsule System

🗂️ 6 Types of Revision Materials — One for Every Stage
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Formula Flash Sheet
All key formulae per topic on a single A4 sheet — print and pin above your desk
1 Page
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Concept Map
Visual node-link diagram of how all sub-topics in a chapter connect to each other
Visual
Quick Drill Set
10 rapid-fire questions per topic — solvable in 20 minutes — for daily warm-up
Daily
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Error Anthology
Personalised booklet of every mistake made across all tests — reviewed weekly
Personal
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High-Freq PYQ Digest
Top 30 most-repeated ISI question types — must-solve before exam day
Pre-Exam
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Synthesis Problem Set
15 cross-topic problems that test integration — the closest proxy to actual ISI questions
Advanced