Build Real Business Insights
Using Data, Dashboards & SQL
Learn how to clean, analyze, and visualize data using industry tools like Python, SQL, Power BI & Tableau — through mentor-guided real-world projects.
Why This Track?
This is NOT just coding — this is data-driven thinking. You will check raw data, turn it into insights, building dashboards for decision-making, and solve real business problems.
Who This Track Is For
- College students (any stream)
- Beginners in data field
- Business & commerce students
- Working professionals
- Career switchers
Tools & Technologies
Everything you need to master data science
Live Mentor Sessions
Project-led guidance
Real Datasets
Work with messy, real data
Weekly Check-ins
Track progress regularly
Video Lessons
Recorded content for revision
Step-by-step
Guided project building
Doubt Support
Clear your queries
Curriculum by Program
Choose your learning pace and explore the week-by-week structure.
Data Science - Standard (8 Weeks)
Comprehensive 8-week project-based learning curriculum covering all fundamentals and advanced concepts.
- Learning Materials & Concepts
- Project Activity: SOLO PROJECT 1 START
- Learning Materials & Concepts
- Project Activity: SOLO PROJECT 1 DELIVERY
- Learning Materials & Concepts
- Project Activity: SOLO PROJECT 2 START
- Learning Materials & Concepts
- Project Activity: SOLO PROJECT 2 DELIVERY
- Learning Materials & Concepts
- Project Activity: PAIR PROJECT START
- Learning Materials & Concepts
- Project Activity: PAIR PROJECT DELIVERY
- Learning Materials & Concepts
- Project Activity: GROUP CAPSTONE START
- Learning Materials & Concepts
- Project Activity: GROUP CAPSTONE DELIVERY
Project Roadmap (6 Projects)
From solo builds to team capstones — real-world projects that prove your skills
E-Commerce Price Elasticity Analysis runs
Analyzes transaction data to estimate price elasticity of demand across categories. Identifies optimal price points. Presents findings in an interactive Tableau/PowerBI/Streamlit report.
💼 Junior Data Analyst. Statistical rigor, business acumen.
Sports Analytics Player Performance Dashboard
Pulls data from sports APIs. Calculates advanced metrics (e.g., Expected Goals). Creates shot maps and heatmaps. Simulates match outcomes using Monte Carlo methods.
💼 Mid-Level DS. Spatial data, API integration.
Algorithmic Trading Backtesting Engine
Algorithmic Trading Backtesting Engine
💼 Senior Data Scientist. Time-series architecture, optimization.
AI-Driven Real Estate Valuation Platform
AVM (Automated Valuation Model) using property specs, geospatial POI data (distance to schools/transit), and macroeconomic indicators. Interactive map UI.
💼 Capstone Project
Retail Assortment & Shelf-Space Optimizer
Uses association rule mining (Market Basket Analysis) and integer linear programming to recommend exactly which products to stock in which stores to maximize margin.
💼 Capstone Project
Climate Risk & ESG Scoring Engine
NLP processing of company 10-K reports combined with geospatial climate risk data (flood/fire APIs) to generate ESG scores for institutional investors.
💼 Capstone Project
Mentor Support & Verification
Our mentors don't just teach — they verify your skills. Every project you build is reviewed, ensuring you meet industry standards before you get certified.
- Assign & explain real-world projects
- Code reviews & architecture feedback
- Verify project functionality & quality
- Conduct Viva & Assessment readiness checks
- Issue formal recommendation letters
Projects Are Not Self-Assessed
"You cannot certify yourself. A working professional mentor must start, review, and approve your work."
Project-Based Assessment Test (PAT) Format
Assessment is based on how you build, improve, and explain projects — not on a single final exam.
Overall Structure (100 Marks)
1. Project Completion & Quality
Evaluated across best 3 projects. Mentor checks problem understanding, implementation, tools, and code quality.
2. Milestone Reviews
3. Business Value
4. Tool Proficiency
5. Final Defense
Pass Criteria
- Minimum 60/100 Score
- All 5 Projects Completed
- Mentor Verification Done
- No Plagiarism Found
Plagiarism Check
- Code similarity check
- Git commit history audit
- Oral questioning
- Random live modification
Certification
You only receive the SkillCred Project-Based Certificate & Recommendation Letter if all criteria are met.
Certification & Portfolio
Upon passing the assessment, you earn a SkillCred Verified Certificate and a portfolio that HRs can search.
Verified Certificate
Official proof of your skills.
HR-Ready Portfolio
Includes verified project links, mentor ratings, and assessment scores.
Career Outcomes
HR Corner (Preview)Recruiter View
Frequently Asked Questions
Is coding mandatory?
No. Python basics are taught from scratch inside this track.
Do I get real datasets?
Yes, all projects use real or simulated industry data.
Is certificate automatic?
No — only after mentor verification + assessment.
Is this an internship?
This is a project-based skill certification program.