Become a
Data Analyst
Master
Go from spreadsheets to strategic thinking in 6 months. Real tools, real projects, 100% placement.
100% Placement
Personalized Path to Employment
Unlimited 1:1 Doubt Clearing
Personal mentorship
Microsoft Certification
Exam prep included
Live Interactive Classes
Learn from FAANG mentors
Program Highlights
What Our Program Offers?
Our Data Analytics program equips you with industry-ready skills through advanced tools and expert support.
1:1 Doubt Clearing
Unlimited personal sessions
250+ Hours Content
Self-paced learning
400+ Live Hours
Interactive classes
Personalized Paths
Tailored to your goals
Live Hackathons
Real competition experience
Regular Assessments
Track your progress
Lifetime Career Support
We never stop helping
Industry Mentors
Learn from the best
Webinars & Workshops
Extra learning sessions
360° Placement Help
End-to-end assistance
Alumni Network
12,000+ strong community
Interview Prep
Mock interviews included
Course Materials
Lifetime access
24/7 Support
Always here for you
Certifications
Industry-recognized
Flexible Schedule
Learn at your pace
Real Projects
Portfolio-ready work
Learning Platform
Interactive & modern
Progress Tracking
Visual dashboards
Networking Events
Connect with peers
Built For
Is This You?
Designed for people who want real skills, not just another certificate.
Career Switchers
Coming from a non-tech background? That's exactly who this was built for. We start from scratch.
Fresh Graduates
College didn't teach you what companies actually need. This will. No coding required.
Working Professionals
Learn without quitting your job. Weekend batches, flexible deadlines, all classes recorded.
Entrepreneurs
Stop guessing and start knowing. Read your own numbers and make smarter business calls.
Why Us
Why Choose Linkway Learning?
Upskilling from Linkway gives you an unfair advantage by placing you ahead of the curve.
AI-First Curriculum
Specially designed curriculum keeping AI in focus to boost efficiency, and inculcate deep subject understanding.
Real-World Interviews
On demand mock interviews with actual tech company hiring managers to prepare you for the toughest questions.
Industry Vetted Curriculum
Targeted training for Data Analysis, Statistics, and AI models at the standards expected by top tech giants.
Expert Mentors & Instructorship
Get trained by industry experts from top tech companies globally, tailored to your career goals.
360° Career Support
From technical skills to salary negotiation - we guide you every step, with 400+ recruiter connections.
Small Batches, Better Learning
Learn in a limited batch size for focused preparation & understanding with personalised attention.
Curriculum
What You'll Master
Industry-aligned modules designed by FAANG experts to make you job-ready.
Module 1
Excel for Data Analytics
3 weeks5 projects
Module 2
Python Programming Fundamentals
5 weeks6 projects
Module 3
SQL & Database Essentials
4 weeks5 projects
Module 4
Data Visualization & Business Intelligence
4 weeks5 projects
Module 5
Statistics & Exploratory Data Analysis
3 weeks4 projects
Module 6
Machine Learning for Analysts
4 weeks5 projects
Module 7
GenAI & LLM Applications
2 weeks4 projects
Module 8
Capstone Project
2 weeks1 project
Tech Stack
40+ Tools You'll Master
Excel
MySQL
Tableau
Power BI
Python
R
NumPy
Pandas
MatplotlibSeaborn
Jupyter
Google Colab
Scikit-learn
GitSQLExcelMySQLTableauPower BIPythonRNumPyPandasMatplotlibSeabornJupyterGoogle ColabScikit-learnGitSQL
PySpark
StatsmodelsSciPy
TensorFlowKKeras
Apache Spark
MongoDBPostgreSQL
Lookerddbt
AAirflow
BigQuerySSnowflake
Hadoop
DockerPySparkStatsmodelsSciPyTensorFlowKKeras
Apache SparkMongoDBPostgreSQLLookerddbt
AAirflow
BigQuerySSnowflake
HadoopDocker
Azure
AWSGCP
FastAPI
Flask
Plotly
PyTorch
HuggingFace
SpaCy
Scrapy
Google AnalyticsAWS QuickSightImbalanced-learnAzureAWSGCPFastAPIFlaskPlotlyPyTorchHuggingFaceSpaCyScrapyGoogle AnalyticsAWS QuickSightImbalanced-learn{ }=>0x//[]()</>&&>>$$::01f(x)+=λΣ
Hands-On Experience
25+ Domain-Specific Projects
Build a portfolio that hiring managers actually care about. Real datasets, real business problems, real impact.
E-commerce
Real-time Inventory Optimization
AI-powered inventory management reducing stockouts by 34%
PythonSQLTableau
Retail
Customer Lifetime Value Prediction
ML model predicting CLV with 91% accuracy for targeted marketing
PythonScikit-learnPower BI
E-commerce
Dynamic Pricing Engine
Real-time price optimization boosting revenue 18%
PythonTensorFlowFastAPI
Retail
Market Basket Analysis
Association rules engine increasing cross-sell by 27%
PythonPandasPlotly
Banking
Credit Risk Scoring Model
Ensemble model reducing default rates by 23%
PythonXGBoostSnowflake
FinTech
Real-time Fraud Detection
Stream processing detecting fraud in <100ms
PySparkKafkaMongoDB
Finance
Portfolio Risk Analytics
VaR & Monte Carlo simulation dashboard for fund managers
PythonNumPyTableau
Banking
Loan Default Prediction
94.7% AUC model deployed on AWS SageMaker
PythonLightGBMAWS
Healthcare
Patient Readmission Prediction
Deep learning reducing 30-day readmissions by 19%
PythonTensorFlowBigQuery
Pharma
Clinical Trial Analytics
Interactive trial dashboard tracking 50K+ patients
RShinyPostgreSQL
Healthcare
Healthcare Cost Optimization
Cost analysis saving $2.1M annually
PythonTableauSnowflake
Supply Chain
Demand Forecasting Model
Time-series model with 94% MAPE accuracy
PythonProphetAirflow
Logistics
Route Optimization Engine
Reducing delivery costs by 22% using graph algorithms
PythonOR-ToolsGCP
Procurement
Supplier Performance Dashboard
Automated vendor scoring across 200+ suppliers
Power BISQLdbt
Marketing
Marketing Attribution Model
Multi-touch attribution increasing ROAS 31%
PythonSQLLooker
SaaS
Customer Churn Prediction
Proactive churn model saving $1.8M ARR
PythonXGBoostMixpanel
Product
A/B Testing Platform
Statistical engine running 100+ experiments/month
PythonBayesian Statsdbt
Brand
Social Sentiment Analysis
NLP pipeline processing 500K+ mentions daily
PythonHuggingFaceStreamlit
HR Tech
Employee Attrition Model
Predicting turnover risk 6 months in advance
PythonScikit-learnTableau
HR
Workforce Planning Dashboard
Capacity planning for 5,000+ employee org
Power BISQLExcel
Manufacturing
Predictive Maintenance System
Reducing unplanned downtime by 45%
PythonIoTAzure
QA
Quality Control Analytics
Computer vision detecting defects at 99.2% accuracy
PythonOpenCVTensorFlow
SaaS
Product Analytics Dashboard
Self-serve analytics for 50+ product teams
SQLdbtAmplitude
Product
User Engagement Scoring
Behavioral scoring driving 28% feature adoption
PythonBigQueryLooker
Finance
Revenue Forecasting Model
Quarterly forecast within 3% variance
PythonProphetSnowflake
AI/ML
GenAI Content Analytics
RAG-powered analytics on 100K+ documents
PythonLangChainPinecone
E-commerce
Real-time Inventory Optimization
AI-powered inventory management reducing stockouts by 34%
PythonSQLTableau
Retail
Customer Lifetime Value Prediction
ML model predicting CLV with 91% accuracy for targeted marketing
PythonScikit-learnPower BI
E-commerce
Dynamic Pricing Engine
Real-time price optimization boosting revenue 18%
PythonTensorFlowFastAPI
Retail
Market Basket Analysis
Association rules engine increasing cross-sell by 27%
PythonPandasPlotly
Banking
Credit Risk Scoring Model
Ensemble model reducing default rates by 23%
PythonXGBoostSnowflake
FinTech
Real-time Fraud Detection
Stream processing detecting fraud in <100ms
PySparkKafkaMongoDB
Finance
Portfolio Risk Analytics
VaR & Monte Carlo simulation dashboard for fund managers
PythonNumPyTableau
Banking
Loan Default Prediction
94.7% AUC model deployed on AWS SageMaker
PythonLightGBMAWS
Healthcare
Patient Readmission Prediction
Deep learning reducing 30-day readmissions by 19%
PythonTensorFlowBigQuery
Pharma
Clinical Trial Analytics
Interactive trial dashboard tracking 50K+ patients
RShinyPostgreSQL
Healthcare
Healthcare Cost Optimization
Cost analysis saving $2.1M annually
PythonTableauSnowflake
Supply Chain
Demand Forecasting Model
Time-series model with 94% MAPE accuracy
PythonProphetAirflow
Logistics
Route Optimization Engine
Reducing delivery costs by 22% using graph algorithms
PythonOR-ToolsGCP
Procurement
Supplier Performance Dashboard
Automated vendor scoring across 200+ suppliers
Power BISQLdbt
Marketing
Marketing Attribution Model
Multi-touch attribution increasing ROAS 31%
PythonSQLLooker
SaaS
Customer Churn Prediction
Proactive churn model saving $1.8M ARR
PythonXGBoostMixpanel
Product
A/B Testing Platform
Statistical engine running 100+ experiments/month
PythonBayesian Statsdbt
Brand
Social Sentiment Analysis
NLP pipeline processing 500K+ mentions daily
PythonHuggingFaceStreamlit
HR Tech
Employee Attrition Model
Predicting turnover risk 6 months in advance
PythonScikit-learnTableau
HR
Workforce Planning Dashboard
Capacity planning for 5,000+ employee org
Power BISQLExcel
Manufacturing
Predictive Maintenance System
Reducing unplanned downtime by 45%
PythonIoTAzure
QA
Quality Control Analytics
Computer vision detecting defects at 99.2% accuracy
PythonOpenCVTensorFlow
SaaS
Product Analytics Dashboard
Self-serve analytics for 50+ product teams
SQLdbtAmplitude
Product
User Engagement Scoring
Behavioral scoring driving 28% feature adoption
PythonBigQueryLooker
Finance
Revenue Forecasting Model
Quarterly forecast within 3% variance
PythonProphetSnowflake
AI/ML
GenAI Content Analytics
RAG-powered analytics on 100K+ documents
PythonLangChainPinecone
analytics_dashboard.py
Total Revenue
$1.24M
+12.4%Avg Order Value
$86.50
+3.2%Churn Rate
4.1%
-1.8%Accuracy
94.2%
+2.6%Monthly Revenue
FY 2024-25JanFebMarAprMayJunJulAugSepOctNovDec
Traffic Sources
Direct38%
Organic28%
Referral20%
Social14%
4Projects
8+Tools
2K+Code
100%Portfolio
Success Stories
What Learners Say About Us
Join hundreds of professionals who've transformed their careers with Linkway Learning.
Amazon1.5 yrs exp.
I had zero tech background. Linkway taught me Tableau, Power BI, and how to actually think with data. Now I'm at Amazon solving real business problems every day.
RS
Rehan Siddiqui
Non-TechData Analyst
Razorpay2 yrs exp.
I was stuck in banking ops with no clear growth path. Six months later, I'm a business analyst at Razorpay working on things that actually excite me.
JK
Junaid Khan
Banking OpsBusiness Analyst
Booking.com2 yrs exp.
Operations felt like a dead end. The program gave me the technical skills I was missing, and now I'm doing requirement analysis at Booking.com.
SR
Shivani Rawat
OperationsBusiness Analyst
Accenture1 yr exp.
Went from crunching numbers in spreadsheets to building actual reports with SQL at Accenture. The mentors made the jump doable.
VP
Vansh Pathak
AccountingReporting Analyst
Globussoft3 yrs exp.
I could code, but I didn't know ML. Linkway filled that gap with real projects - computer vision, forecasting, the works.
AS
Aditya Srivastava
Full-Stack DevData Scientist
Meesho2 yrs exp.
From design to data, Linkway taught me how to think analytically. I learned Python, ML, and dashboarding. My fashion image classification project clicked with Meesho.
PM
Priya Mehta
Graphic DesignerData Scientist
Infosys3 yrs exp.
HR felt repetitive after 3 years. Learned Python and started automating reports. Now I build dashboards that actually help hiring decisions at Infosys.
PS
Priya Sharma
HR ExecutivePeople Analytics
TCS2.5 yrs exp.
Mechanical engineering wasn't for me. Picked up SQL, learned ETL pipelines here. Cracked TCS interview on my third attempt. Worth every rupee.
RV
Rohit Verma
Mech EngineerData Engineer
Deloitte5 yrs exp.
Left teaching after 5 years. Everyone said I was crazy. But the structured learning here helped me land Deloitte. My students were my first cheerleaders.
SP
Sneha Patel
School TeacherData Analyst
Wipro4 yrs exp.
Sales targets were killing me. Started learning Excel seriously, then Power BI. Now I make dashboards for sales teams instead of chasing targets myself.
AK
Amit Kumar
Sales ExecBI Analyst
Fractal2 yrs exp.
Customer support to analytics sounds impossible, but the mentors here pushed me. SQL clicked after week 3. Got placed at Fractal within 2 months of finishing.
KN
Kavita Nair
SupportAnalytics
EXL4 yrs exp.
Night shifts at BPO for 4 years. Completed this course while working. The placement team was persistent - helped me prep for 7 interviews before I cleared EXL.
AM
Arjun Menon
BPOData Analyst
HUL3 yrs exp.
Writing blogs wasn't paying enough. Learned Google Analytics, some SQL. Now I analyze campaign performance at HUL. Still write sometimes, but data pays better.
PG
Pooja Gupta
Content WriterMarketing Analyst
MUFG Bank1.5 yrs exp.
CA was too slow for me. Learned financial modeling, valuation, and Excel shortcuts that actually matter. MUFG hired me straight out of the program.
NJ
Neeraj Joshi
CA ArticleshipInvestment Banking
IDFC First Bank3 yrs exp.
Was a clerk at SBI for 3 years. The investment banking module opened my eyes to how finance actually works. Now doing credit analysis at IDFC First.
MR
Meghna Reddy
Bank ClerkCredit Analyst
BNY MellonFresh grad
Fresh B.Com graduate with no clue what to do. The valuation and financial statement analysis modules were gold. Got into BNY Mellon's research team.
ST
Saurabh Tiwari
Commerce GradEquity Research
Amazon1.5 yrs exp.
I had zero tech background. Linkway taught me Tableau, Power BI, and how to actually think with data. Now I'm at Amazon solving real business problems every day.
RS
Rehan Siddiqui
Non-TechData Analyst
Razorpay2 yrs exp.
I was stuck in banking ops with no clear growth path. Six months later, I'm a business analyst at Razorpay working on things that actually excite me.
JK
Junaid Khan
Banking OpsBusiness Analyst
Booking.com2 yrs exp.
Operations felt like a dead end. The program gave me the technical skills I was missing, and now I'm doing requirement analysis at Booking.com.
SR
Shivani Rawat
OperationsBusiness Analyst
Accenture1 yr exp.
Went from crunching numbers in spreadsheets to building actual reports with SQL at Accenture. The mentors made the jump doable.
VP
Vansh Pathak
AccountingReporting Analyst
Globussoft3 yrs exp.
I could code, but I didn't know ML. Linkway filled that gap with real projects - computer vision, forecasting, the works.
AS
Aditya Srivastava
Full-Stack DevData Scientist
Meesho2 yrs exp.
From design to data, Linkway taught me how to think analytically. I learned Python, ML, and dashboarding. My fashion image classification project clicked with Meesho.
PM
Priya Mehta
Graphic DesignerData Scientist
Infosys3 yrs exp.
HR felt repetitive after 3 years. Learned Python and started automating reports. Now I build dashboards that actually help hiring decisions at Infosys.
PS
Priya Sharma
HR ExecutivePeople Analytics
TCS2.5 yrs exp.
Mechanical engineering wasn't for me. Picked up SQL, learned ETL pipelines here. Cracked TCS interview on my third attempt. Worth every rupee.
RV
Rohit Verma
Mech EngineerData Engineer
Deloitte5 yrs exp.
Left teaching after 5 years. Everyone said I was crazy. But the structured learning here helped me land Deloitte. My students were my first cheerleaders.
SP
Sneha Patel
School TeacherData Analyst
Wipro4 yrs exp.
Sales targets were killing me. Started learning Excel seriously, then Power BI. Now I make dashboards for sales teams instead of chasing targets myself.
AK
Amit Kumar
Sales ExecBI Analyst
Fractal2 yrs exp.
Customer support to analytics sounds impossible, but the mentors here pushed me. SQL clicked after week 3. Got placed at Fractal within 2 months of finishing.
KN
Kavita Nair
SupportAnalytics
EXL4 yrs exp.
Night shifts at BPO for 4 years. Completed this course while working. The placement team was persistent - helped me prep for 7 interviews before I cleared EXL.
AM
Arjun Menon
BPOData Analyst
HUL3 yrs exp.
Writing blogs wasn't paying enough. Learned Google Analytics, some SQL. Now I analyze campaign performance at HUL. Still write sometimes, but data pays better.
PG
Pooja Gupta
Content WriterMarketing Analyst
MUFG Bank1.5 yrs exp.
CA was too slow for me. Learned financial modeling, valuation, and Excel shortcuts that actually matter. MUFG hired me straight out of the program.
NJ
Neeraj Joshi
CA ArticleshipInvestment Banking
IDFC First Bank3 yrs exp.
Was a clerk at SBI for 3 years. The investment banking module opened my eyes to how finance actually works. Now doing credit analysis at IDFC First.
MR
Meghna Reddy
Bank ClerkCredit Analyst
BNY MellonFresh grad
Fresh B.Com graduate with no clue what to do. The valuation and financial statement analysis modules were gold. Got into BNY Mellon's research team.
ST
Saurabh Tiwari
Commerce GradEquity Research
Your Journey
Your Career Growth Roadmap
A proven 4-step path to take you from upskilling to your dream job
1
Profile Power-Up
Stand out with a sharp resume, optimized LinkedIn/GitHub, and a strong personal brand.
2
Interview Readiness
Ace every round with 1:1 mock interviews, role-specific training, and actionable feedback.
3
Hiring Rounds
Apply to 400+ hiring partners and clear technical interview rounds with confidence.
4
Offer Unlocked!
Land a high paying job offer from top product-based companies.
Industry-Recognized Credentials
Earn Certificates
That Actually Matter
Not just paper credentials. Our certifications are recognized by 400+ hiring partners and validate the skills that top employers are actively searching for.
Verified Digital CredentialLinkedIn ReadyQR VerificationGlobally Accepted
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Transform Your Career Today
Ready to Level Up Your Career?
Join professionals who've launched their careers with Linkway Learning. Gain job-ready skills and step into high-demand roles today.
Flexible Learning
Learn while working
Expert Mentors
FAANG professionals
Certified Program
Microsoft accredited
100% Placement
Personalized Path to Employment
Certificate Includes
Free career counseling session
Lifetime access to learning materials
20% scholarship for early birds
Alumni network access
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Join 12,000+ professionals who transformed their careers and landed roles at world-class companies.
Google
Flipkart
Microsoft
Deloitte
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Infosys
Google
Flipkart
Microsoft
Deloitte
> accenture
Infosys
Google
Flipkart
Microsoft
Deloitte
> accenture
Infosys
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Google
Flipkart
Microsoft
Deloitte
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Infosys