Data Science Capstone Project
Apply everything you've learned in one complete, portfolio-ready project. Collect, clean, analyse, model, and deploy a machine learning solution to a real business problem.
What You'll Learn
Frame a business problem as a data science question with measurable goals
Collect, merge, and clean multi-source datasets for analysis
Perform full exploratory data analysis and communicate findings visually
Build, evaluate, and select the best model using rigorous methodology
Deploy your model as an interactive web app using Streamlit
Write a professional data science case study for your portfolio
Curriculum Breakdown
Learning Format
Video Lessons
High-quality recorded lessons you can watch at your own pace.
Hands-on Projects
Real-world projects that reinforce every concept you learn.
Certificate
Earn a verifiable certificate upon successful completion.
Certification Details
Data Scientist Professional Certificate
Issued by Tech101
The career-defining credential that proves end-to-end data science competence.
Certificate Requirements
- Shareable on LinkedIn
- PDF download
- Unique verification ID
- Graded project assessment
Completion Certificate
Awarded upon finishing all course content and submitting projects. Shows dedication and completion.
Graded Certificate
Earned by passing the final assessment with 70%+ score. Demonstrates verified skill proficiency.
Your Instructor
Sarah Johnson
Data Scientist & ML Engineer
Sarah has 10 years of experience in data science and machine learning, previously at Google AI and DeepMind.
Requirements & Prerequisites
Technical Requirements
- All core Data Science & AI track courses (or equivalent)
- Comfortable with Python, Pandas, scikit-learn, and basic deep learning
Who This Course Is For
- Data Science track graduates ready to showcase their skills
- Job seekers needing a standout portfolio project
- Professionals transitioning into data science roles
Student Reviews
Frequently Asked Questions
Ready to Begin?
Ready to Start Your Data Science Journey?
Join 7K+ students who are already building real skills with Data Science Capstone Project.
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