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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

50% OFF

24th cohort starts on

10th June

Cost

8,999/-17,998

!Price increase from 9th June 23:59

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✨ Cohort Highlights

Hover or tap to reveal full list 👇

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

Placement Update
  • (Sat 10 PM)

Week 0 (Jun 8–14)

Wed Jun 10

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

Sun Jun 14

  • 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 Jun 14
  • Cohort kickoff + placement orientation

Week 1 (Jun 15–21)

Wed Jun 18

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

Sun Jun 22

  • 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 Jun 21
  • Placement Update #2
  • (Internship openings shared)

Week 2 (Jun 22–28)

Wed Jun 25

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

Sun Jun 29

  • 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 Jun 28
  • Placement Update #3
  • (Consulting roles featured)

Week 3 (Jun 29– Jul 5) I

Wed Jul 2

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

Sun Jul 6

  • 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 Jul 5
  • Placement Update #4
  • (BA/Consulting openings)

Week 4 (Jul 6–12)

Wed Jul 9

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

Sun Jul 13

  • 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 Jul 12
  • Placement Update #5
  • (DA roles, analytics internships)

Week 5 (Jul 13–19)

Wed Jul 16

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

Sun Jul 20

  • 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 Jul 19
  • Placement Update #6
  • (SQL/DA heavy roles)

Week 6 (Jul 20–26)

Wed Jul 23

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

Sun Jul 27

  • 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 Jul 26
  • Placement Update #7
  • (Python/Data roles)

Week 7 (Jul 27– Aug 2)

Wed Jul 30

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

Sun Aug 3

  • 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 Aug 2
  • Placement Update #8
  • (PM/APM internships)

Week 8 (Aug 3–9) I + FINAL

Wed Aug 6

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

Sun Aug 10

  • Writing PRDs & MRDs
  • Company-Specific Prep:
  • Unifyapps, AdvantageClub, Meesho PM formats
  • Final Q&A + Wrap-up

Mentor Labs / Mocks

Mock 1: Product Case
  • Mock 2: KPI Round
  • Mock 3: PM Company-Specific

Placement Update

Sat Aug 9
  • 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
CrackNonTech Certificate of Completion
What Students are Saying?

Real stories from students who cracked top companies

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

Hewlett Packard Enterprise
GMT

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

Before: Unstructured prep phase

After: Placed at Hewlett Packard Enterprise

Graduate
|Student
Malaika Singh

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

After: Placed at Magicpin

Graduate
|Student
Kaashvi Gupta

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

After: Placed at Siemens

Graduate
|Student
Kaushal Kumar

Kaushal Kumar

Research and development Engineer

Placed
Honda Cars India Ltd
Research and development Engineer

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

Before: No mock interview exposure

After: Placed at Honda Cars India Ltd

Engineering Graduate
|Student
Sachin Kumar

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

After: Placed at PWC

Graduate
|Student
Aakarsh Dwivedi

Aakarsh Dwivedi

Graduate Engineer Trainee

Placed
Godrej & Boyce Mfg. Co. Ltd
Graduate Engineer Trainee

cracknontech wasn't just prep — it was perspective. The personal guidance and sharp strategies helped me approach interviews differently.

Before: Needed better strategies

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

Engineering Graduate
|Student
Aditya Kumar

Aditya Kumar

Graduate Engineering Trainee

Placed
Technip Energies
Graduate Engineering Trainee

Before cracknontech, interviews felt like guesswork. Their structured prep turned confusion into confidence helping me secure my dream role.

Before: Interviews felt like guesswork

After: Placed at Technip Energies

Engineering Graduate
|Student
Shubh Sharma

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-driven approach

After: Placed at Fractal Analytics

Graduate
|Student
Rudra Jaisara

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

After: Placed at PWC

Graduate
|Student
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

After: Placed at Wells Fargo

Graduate
|Student
Ayush Kumar

Ayush Kumar

Product Development

Placed
Verizon
Product Development

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

Before: Looking for expert mentorship

After: Placed at Verizon

Graduate
|Student
Umesh Sahu

Umesh Sahu

Growth & Strategy Role

Placed
Qurez
Growth & Strategy Role

Cracknontech's personalized guidance and mock interviews helped me secure a placement at Qurez. The mentorship was invaluable.

Before: Struggling with strategy roles

After: Placed at Qurez

Graduate
|Student
Nishant Kumar

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 prep

After: Placed at Structures

Engineering Graduate
|Student
Himanshu Pal

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 engineering student

After: Placed at Swiss Re

Engineering Graduate
|Student
Rahul Arora

Rahul Arora

Product Analyst

Placed
Collegedunia
Product Analyst

CrackNonTech's mentorship and mock interviews were game-changers. Their guidance helped me land a Product Analyst role at Collegedunia.

Before: Confused about role transition

After: Placed at Collegedunia

Graduate
|Student

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

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

0%

3rd year students

0%

4th year students

0%

Graduated Students

Skills & AI Tools you will master

SQL
SQL
Python
Python
Excel
Claude AI
Guesstimates
Problem Solving
Case Study
Product Improvement
RCA
GTM
Mentors from top hiring teams

Hiring managers & industry experts guiding your prep

Learn directly from professionals who have cracked top companies.

15+ yrs

Combined mentoring experience

1500+

Students mentored to placements

1:1

Mock + feedback support

Praneeta Gupta

Praneeta Gupta

AVP

9+ years
NAB Bank, Zomato, Deloitte, Uber
Sahil Kumar

Sahil Kumar

PM @ FamPay

Product Manager
IIT Dhanbad Alumnus
Jitendra Kumar

Jitendra Kumar

Founder

Industry Expert
CrackNonTech
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Data Analyst Internship at Lumos Labs

Lumos Labs

BangaloreInternship2 days ago
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Shiprocket is Hiring – Data Analyst

Shiprocket

GurgaonFull-time1 day ago
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BCG Vantage is Hiring Analyst

BCG Vantage

GurugramFull-time3 hours ago
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Cohort starts on10th June
Time Commitment12-14 hours / week
Cost
8,99917,998
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