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Analyst fellowship cohort

Data, Business & Product Analyst Fellowship

📅 Get Job/Internship Ready in Just 10 Days!

Live

2
months

Mentorship

Placement for
18M

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39th cohort starts on

10th oct

Cost

₹8,999/-₹17,998

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Cohort Highlights

Tap or hover to reveal full curriculum details

What Will You Learn?

Week 0

Induction

1What's App Group Formation & Rule Setting
2Non-Tech Industry Overview & Essential Skills
3Resume Crafting & Narrative Development
4Aptitude & Puzzle-Solving Strategies Using AI
5Project Building Using AI Tools (Manus, Claude)
6LinkedIn & Naukri Profile Optimization
7Tools Setup: SQL, Python, Excel, Looker Studio.

Week 1

Guesstimates

1Guesstimates Overview
2Discussion of Various Approaches to Solve Guesstimates
3The Universal Guesstimate Framework (Structure → Assumptions → Calculate → Sanity Check)
4Demonstrating Guesstimate Problems: Market sizes, populations, revenues
5Guesstimates 101: Practice and Preparation
6Three Mock Interviews: Guesstimate Round + Resume Round

Week 2

Business Case Problems

1Case Study Overview: What is a case study and why it matters
2Discussion of Various Approaches & Strategies to Solve Case Studies
3Profitability Framework: Revenue tree, cost structure, EBITDA analysis
4Market Entry Framework: TAM/SAM/SOM, 5 Forces, entry modes
5Merger & Acquisition Overview: Synergies, due diligence, valuation basics
6Three Mock Interviews: Profitability Case + Market Entry Case + Resume Round

Week 3

Business Case Problems

1Guesstimates Doubt Clarification Session
2Business Case Study (Doubt Practice): Solve real past cases
3Profitability, Market Entry, M&A Framework — Advanced Applications
4GTM (Go-To-Market) Strategy Framework
5Business Case Study 101: Practice and Preparation
6Three Mock Interviews: Full Case + GTM Case + Company-Specific Round

Week 4

Excel + Looker Studio — Data Visualization

1Excel Advanced: VLOOKUP, HLOOKUP, XLOOKUP, INDEXMATCH
2Statistical Formulas: SUMIF, SUMIFS, COUNTIF, AVERAGEIF
3Text & Date Functions: CONCATENATE, TEXT, DATEDIF, EDATE
4Looker Studio: Connect data sources, build dashboards
5Looker Studio: Interactive filters, scorecards, geo charts, time series
6Dashboard Design: Color theory, layout, storytelling with data
7Three Mock Interviews

Week 5

SQL — Database Mastery

1SQL Fundamentals: SELECT, WHERE, GROUP BY, ORDER BY, HAVING
2SQL All Functions: String, Date, Aggregate, Math functions
3Joins Mastery: INNER, LEFT, RIGHT, FULL OUTER, CROSS, SELF joins
4Window Functions: ROW_NUMBER, RANK, DENSE_RANK, LAG, LEAD, NTILE
5SQL Database Design: Normalization, ERD, Foreign Keys
6SQL Problem Practice: 50+ real interview
7Three Mock Interviews

Week 6

Python

1Introduction to Python: Setup, syntax, first program, variables, data types, operators, I/O
2Control Flow: if/else, for loops, while loops, list comprehension and data structures — lists, tuples, sets, dictionaries
3String Manipulation, Regular Expressions and Pandas (DataFrames, groupby, merge), NumPy
4Data Cleaning: Handling nulls, duplicates, outliers, type conversions
5Visualization: Matplotlib, Seaborn — bar charts, histograms, heatmaps
63 Mock Interviews: Python Technical, EDA Case, and Company-Specific

Week 7

Product

1Product Case Studies: Overview and structured approach
2KPI Questions: Defining metrics for success, North Star Metric
3Product Improvement Framework: Identify → Prioritize → Design → Measure
4RCA (Root Cause Analysis): Why a metric dropped — structured investigation
5GTM (Go-To-Market) Strategy: Product launch playbook
6RAC Framework: Responsible, Accountable, Consulted
7Three Mock Interview

Week 8

Product

1Agile & Scrum in Project Management: Sprints, standups, backlogs
2Product Lifecycle & Roadmaps: Prioritization with RICE, MoSCoW
3Wireframing & Prototyping: Balsamiq basics
4Writing PRDs & MRDs: Product Requirements Documents
5Mock Interviews: Product Case, KPI Round, and PM Company-Specific
6Company Prep: Unifyapps, AdvantageClub, Meesho PM interview formats
73 Mock Interview

Program Timeline

Detailed week-by-week schedule covering Live Sessions, Mentor Labs, and Placement Updates.

Week / Theme

Wednesday 9–10:30 PM

•(Live Session)

Sunday 9–10:30 PM

•(Live Session)

Mentor Labs / Mocks

Mentor Mock Interviews

•(Tue / Thu / Fri)

Placement Update

•(Sat 10 PM)

Week 0 (Oct 10–12) ORIENTATION

Wed Oct 10

•Non-Tech Industry Overview
• (BA, DA, PA, Consultant)
•Resume Crafting & Personal Narrative

Sun Oct 12

•Aptitude & Puzzle-Solving Using AI
•Project Building (Manus, Claude)
•LinkedIn Optimization + Tools Setup

Mentor Labs / Mocks

•Resume Round
•(Peer intro + narrative check)

Placement Update

Sat Oct 11

•Cohort Kickoff +
• Placement Orientation

Week 1 (Oct 13–19) GUESSTI- MATES

Wed Oct 15

•Guesstimates Overview
•Universal Framework:
• Structure → Assumptions → Calculate → Sanity Check

Sun Oct 19

•Guesstimate Problem Practice:
• Market sizes, populations, revenues
•Live Q&A + Drill

Mentor Labs / Mocks

Mock 1: Guesstimate Round

•Mock 2: Resume Round
•Mock 3: Guesstimate (advanced)

Placement Update

Sat Oct 18

•Placement Update #1
•(Internship openings shared)

Week 2 (Oct 20–26)

Wed Oct 22

•Case Study Overview & Why It Matters
•Profitability Framework:
• Revenue tree, cost structure, EBITDA

Sun Oct 26

•Market Entry Framework:
• TAM/SAM/SOM, 5 Forces, entry modes
•M&A Overview: Synergies, due diligence, valuation

Mentor Labs / Mocks

Mock 1: Profitability Case

•Mock 2: Market Entry Case
•Mock 3: Resume Round

Placement Update

Sat Oct 25

•Placement Update #2
•(Consulting roles featured)

Week 3 (Oct 27– Nov 2) I

Wed Oct 29

•Guesstimate Doubt Clarification
•Advanced Applications:
• Profitability + Market Entry + M&A

Sun Nov 2

•GTM (Go-To-Market) Strategy Framework
•Real Past Case Practice
•Full Case Walkthrough

Mentor Labs / Mocks

Mock 1: Full Case Round

•Mock 2: GTM Case
•Mock 3: Company-Specific Round

Placement Update

Sat Nov 1

•Placement Update #3
•(BA/Consulting openings)

Week 4 (Nov 3–9)

Wed Nov 5

•Advanced Excel: VLOOKUP, XLOOKUP, INDEX-MATCH
•Statistical Formulas: SUMIF, COUNTIF, AVERAGEIF
•Logic & Text/Date Functions

Sun Nov 9

•Pivot Tables: Multi-level grouping, slicers
•Looker Studio: Dashboards, filters, scorecards
•Dashboard Design: Color, layout, storytelling

Mentor Labs / Mocks

Mock 1: Excel Round

•Mock 2: Dashboard Case
•Mock 3: Visualization Presentation

Placement Update

Sat Nov 8

•Placement Update #4
•(DA roles, analytics internships)

Week 5 (Nov 10–16)

Wed Nov 12

•SQL Fundamentals: SELECT, WHERE, GROUP BY,
• ORDER BY, HAVING
•All SQL Functions: String, Date, Aggregate, Math

Sun Nov 16

•Joins Mastery: INNER, LEFT, RIGHT, FULL OUTER,
• CROSS, SELF
•Subqueries & CTEs

Mentor Labs / Mocks

Mock 1: SQL Technical Round

•Mock 2: Data Analyst Round
•Mock 3: Company-Specific

Placement Update

Sat Nov 15

•Placement Update #5
•(SQL/DA heavy roles)

Week 6 (Nov 17–23)

Wed Nov 19

•Python Intro: Syntax, Variables, Operators, I/O
•Control Flow, Data Structures (lists, dicts, sets)
•String Manipulation & Regular Expressions

Sun Nov 23

•Pandas & NumPy (DataFrames, groupby, merge)
•Data Cleaning: nulls, duplicates, outliers
•Visualization: Matplotlib, Seaborn

Mentor Labs / Mocks

Mock 1: Python Technical

•Mock 2: EDA Case
•Mock 3: Company-Specific

Placement Update

Sat Nov 22

•Placement Update #6
•(Python/Data roles)

Week 7 (Nov 24–30)

Wed Nov 26

•Product Case Studies Overview
•KPI Questions & North Star Metric
•Product Improvement Framework:
• Identify → Prioritize → Design → Measure

Sun Nov 30

•RCA (Root Cause Analysis):
• Why a metric dropped — structured investigation
•GTM Product Launch Playbook
•RAC Framework

Mentor Labs / Mocks

Mock 1: Product Case

•Mock 2: KPI Round
•Mock 3: Company-Specific PM Round

Placement Update

Sat Nov 29

•Placement Update #7
•(PM/APM internships)

Week 8 (Dec 1–7) I + FINAL

Wed Dec 3

•Agile & Scrum: Sprints, standups, backlogs
•Product Lifecycle & Roadmaps (RICE, MoSCoW)
•Wireframing & Prototyping: Figma, Balsamiq

Sun Dec 7

•Writing PRDs & MRDs
•Company-Specific Prep:
• Unifyapps, AdvantageClub, Meesho PM formats
•Mock Interview Showcase + Wrap-up

Mentor Labs / Mocks

Mock 1: Product Case

•Mock 2: Full Interview Simulation
•Mock 3: PM Company-Specific

Placement Update

Sat Dec 6

•FINAL Placement Update 
•+ Celebration & Next Steps

Verified Certification

Earn Your Industry-Recognized Certificate

Upon successful completion of the fellowship and the final capstone project, you will be awarded a verified CrackNonTech certificate to showcase your skills to top employers.

Shareable on LinkedIn & Resumes
Verified by Industry Leaders & Mentors
Proof of Hands-on Project Experience
Highlight your structured problem-solving skills

Verified Alumni Outcomes

Real stories from students who cracked top companies

Join 1500+ students who transformed their placement outcomes through structured prep and mentor-led support.

Mohd Aadil

Business Analyst

Placed

Wiom

Business Analyst

“CrackNonTech showed me that non-tech careers don't require LeetCode grinds. Structured business frameworks and mentor sessions got me placed as a Business Analyst at Wiom.”

Before: Uncertain about non-tech options, saturated coding market fatigue

After: Placed at Wiom

DTU

|Engineering Student

Anshul Kumar

Head of Product

Placed

Credenta Technologies

Head of Product

“Landing Head of Product as an engineer felt ambitious until CrackNonTech broke down product teardowns, metrics, and PRDs. The preparation was transformative.”

Before: Transitioning from engineering to leadership product roles

After: Placed at Credenta Technologies

DTU

|Engineering Student

Aditya Kumar

Technology Consultant

Placed

PwC

Technology Consultant

“From engineering classrooms to consulting boardrooms at PwC. CrackNonTech built the structured roadmap, case prep, and mock interviews that made this breakthrough happen.”

Before: No consulting case strategy, unsure about non-tech consulting options

After: Placed at PwC

DTU

|Engineering Student

Pranjal Singh

Senior Associate

Placed

Genpact

Senior Associate

“A non-tech role at a global firm like Genpact seemed distant. CrackNonTech gave me the business thinking, rigorous case drills, and interview confidence to stand out.”

Before: Competitive CS grind fatigue, looking for structured non-tech corporate roles

After: Placed at Genpact

AKTU

|Engineering Student

Yash Jain

Associate Product Manager

Placed

Prime Pathway

Associate Product Manager

“Coming from BITS, I wanted a role where analytical thinking drives business impact. CrackNonTech's product teardowns and mentor mocks helped me land APM at Prime Pathway.”

Before: Unstructured product case preparation, no mock drills

After: Placed at Prime Pathway

BITS Pilani

|Engineering Student

Umesh Sahu

Growth Manager

Placed

ShopDeck

Growth Manager

“CrackNonTech helped me master real business metrics, growth experimentation, and case studies. Their continuous 1:1 mentorship helped me secure Growth Manager at ShopDeck.”

Before: Transitioning into growth strategy and e-commerce analytics

After: Placed at ShopDeck

DTU

|Engineering Graduate

Md Rehan

Assistant Executive Sales

Placed

Bharat Petroleum

Assistant Executive Sales

“CrackNonTech's fellowship transformed my communication, market strategy, and executive presence. Cracking Bharat Petroleum (BPCL) was a dream come true.”

Before: Needed enterprise sales strategy and corporate interview confidence

After: Placed at Bharat Petroleum

DTU

|Engineering Student

Harsh Dalal

Business Analyst

Placed

Indofast Energy

Business Analyst

“CrackNonTech taught me how to solve real energy business cases and present structured insights with confidence. Secured Business Analyst at Indofast Energy!”

Before: Looking for business analyst edge and case study preparation

After: Placed at Indofast Energy

NSUT

|Engineering Student

Keshav Jha

Product Manager

Placed

AdvantageClub.ai

Product Manager

“The hands-on product management cases, user journey mapping, and mentor feedback at CrackNonTech gave me the exact skills needed to crack AdvantageClub.ai.”

Before: No hands-on product management portfolio or case preparation

After: Placed at AdvantageClub.ai

DTU

|Engineering Student

Shreya Aggarwal

Graduate Management Trainee

Placed

Hewlett Packard Enterprise

Graduate Management Trainee

“Thanks to CrackNonTech's guidance and support, I secured a prestigious internship at Hewlett Packard Enterprise.”

Before: Unstructured prep phase with no interview strategy

After: Placed at Hewlett Packard Enterprise

Graduate

|Student

Malaika Singh

Marketing Analyst

Placed

Magicpin

Marketing Analyst

“CrackNonTech played a crucial role in my internship journey. Before joining the fellowship, I was genuinely lost.”

Before: No interview strategy, unclear about data-driven marketing roles

After: Placed at Magicpin

Graduate

|Student

Kaashvi Gupta

GCO Intern

Placed

Siemens

GCO Intern

“I cracked my very first on-campus interview and secured a 2-month summer internship at Siemens. CrackNonTech prepared me well.”

Before: Nervous about interviews, no prior mock drill exposure

After: Placed at Siemens

Graduate

|Student

Kaushal Kumar

R&D Engineer

Placed

Honda Cars India Ltd

R&D Engineer

“CrackNonTech helped me refine not just answers, but mindset. The focused mentoring turned every interview into a success.”

Before: No mock interview exposure, needed structured prep

After: Placed at Honda Cars India Ltd

Engineering Graduate

|Student

Sachin Kumar

Associate Consultant

Placed

PwC

Associate Consultant

“With CrackNonTech, every mock interview felt like a real challenge. That intensity built my confidence and helped me secure my role.”

Before: Lacked confidence in consulting frameworks, needed structured case prep

After: Placed at PwC

Graduate

|Student

Aakarsh Dwivedi

Graduate Engineer Trainee

Placed

Godrej & Boyce Mfg. Co. Ltd

Graduate Engineer Trainee

“CrackNonTech was not just prep — it was perspective. The personal guidance and sharp strategies helped me approach interviews differently.”

Before: Needed better interview strategies and clearer self-presentation

After: Placed at Godrej & Boyce Mfg. Co. Ltd

Engineering Graduate

|Student

Shubh Sharma

Data Engineer

Placed

Fractal Analytics

Data Engineer

“CrackNonTech's focused prep and data-driven approach helped me crack Fractal. Their insights made me interview ready.”

Before: Needed data engineering and SQL-specific preparation

After: Placed at Fractal Analytics

Graduate

|Student

Rudra Jaisara

Consultant

Placed

PwC

Consultant

“CrackNonTech's mock interviews pushed me beyond basic prep. Their sharp, real-world approach helped me crack my dream company.”

Before: Basic preparation level, not interview-ready for consulting firms

After: Placed at PwC

Graduate

|Student

Aditi Tripathi

Analyst

Placed

Wells Fargo

Analyst

“CrackNonTech sharpened my approach to interviews. Their honest feedback and practical tips helped me confidently crack Wells Fargo.”

Before: Low shortlist confidence, unclear on analyst role expectations

After: Placed at Wells Fargo

Graduate

|Student

Ayush Kumar

Product Development Analyst

Placed

Verizon

Product Development Analyst

“CrackNonTech's expert mentorship and mock interview sessions were pivotal in securing my placement in Product Development at Verizon.”

Before: Looking for expert mentorship on product and strategy roles

After: Placed at Verizon

Graduate

|Student

Nishant Kumar

Design Engineer

Placed

Structures

Design Engineer

“Thanks to CrackNonTech's expert mentorship and mock interview practice, I secured my placement at Structures.”

Before: Needed design role-specific interview preparation

After: Placed at Structures

Engineering Graduate

|Student

Himanshu Pal

Data Engineer

Placed

Swiss Re

Data Engineer

“CrackNonTech helped me shift my mindset and build real interview skills. The practical prep and 1:1 feedback gave me an edge.”

Before: Tier-3 college background, needed to compete with top-college candidates

After: Placed at Swiss Re

Engineering Graduate

|Student

Rahul Arora

Consultant

Placed

Blue Matter

Consultant

“CrackNonTech's mentorship and mock interviews were transformative. Their guidance helped me land a Consultant role at Blue Matter.”

Before: Confused about breaking into strategy & management consulting

After: Placed at Blue Matter

Graduate

|Student

Verified reviews from our alumni placed at Swiss Re, Blue Matter, HPE, Honda Cars, Magicpin, Wells Fargo

View all verified reviews and placement stories

Cohort Schedule

Live Sessions

Every Saturday, Sunday 09:00 PM - 11:00 PM IST

Mentor Labs

Every Tuesday 10:30 PM - 11:30 PM IST

Buddy Mock

Every Thursday 9:00 PM - 10:00 PM IST

Mock Interview With Mentor

Every Saturday or Sunday 12:00 PM - 2:00 PM IST

18 Months Placement Support

Clear the cut-off marks in your graduation project to get access to jobs at our partner companies.

Mock InterviewsResume ReviewsHiring Interviews

Your Future Job Title

Data Analyst

How Your Avg Cohort Looks Like

3rd year students

4th year students

Graduated Students

Curriculum Focus Areas

Skills & Core Tooling you will master

Practical, case-tested methodologies and software stacks required across non-tech corporate interviews.

SQL

Python

Excel

Claude & LLMs

Guesstimates

Problem Solving

Case Study

Product Improvement

RCA Frameworks

GTM Strategy

Experienced Practitioners

Hiring managers & industry experts guiding your prep

Learn directly from professionals with experience at top product, finance, and consulting firms.

15+ yrs

Combined Mentoring Experience

1,500+

Students Mentored to Placements

1:1

Mock & Performance Feedback

Praneeta Gupta

AVP

9+ years experience

NAB Bank, Zomato, Deloitte, Uber

Sahil Kumar

PM @ FamPay

Product Management Track

IIT Dhanbad Alumnus

Jitendra Kumar

Founder

Lead Mentor & Industry Expert

CrackNonTech

Curated Opportunities

Direct access to verified non-tech roles

CrackNonTech's private job feed brings verified internships and full-time analyst roles updated weekly.

300+

Internships Added Weekly

500+

Full-Time Opportunities

100%

Included in Fellowship

Verified

Direct Employer Listings

Curated for Non-Tech Roles

Every listing is filtered and verified for Data, Business, Product, and consulting-aligned roles.

Direct Company Tracking

Our team tracks opportunities from top employers and aggregates them into a verified feed.

Priority Preparation Guidance

Get role-specific case frameworks, resume alignment, and interview blueprints before applying.

Browse all jobs

All JobsInternshipFull-timeRemote

Data Analyst Internship at Lumos Labs

Lumos Labs

BangaloreInternship2 days ago

View details

Shiprocket is Hiring – Data Analyst

Shiprocket

GurgaonFull-time1 day ago

View details

BCG Vantage is Hiring Analyst

BCG Vantage

GurugramFull-time3 hours ago

View details

12 new jobs added today

2,500+ Active Candidates

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Cohort starts on10th oct

Time Commitment12-14 hours / week

Cost

₹8,999₹17,998