Data Science Capstone: NYC Housing Analysis
This course is part of multiple programs. Learn more.
Course Cost
₹ 12,375
Intermediate
Skill Level
6 Weeks
Self-paced Video lessons
This comprehensive capstone project provides hands-on experience in applying data science and machine learning concepts to real-world problems. Students work with New York City's 311 complaint system data, focusing on housing-related issues. The project encompasses complete data science workflow including data ingestion, exploration, visualization, feature engineering, and predictive modeling. Participants develop a portfolio-worthy project demonstrating their ability to derive actionable insights from complex datasets. This practical application of skills helps showcase professional capabilities to potential employers.

4.4
37,437 Enrolled

English
What you'll learn
Apply comprehensive data science techniques to real-world housing data
Develop advanced data visualization and analysis skills using Python
Master feature engineering for predictive modeling
Build and validate machine learning models for practical applications
Create actionable insights from complex datasets
Develop a portfolio-ready project showcasing data science expertise
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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Module Description
This capstone project provides a comprehensive, real-world application of data science and machine learning skills. Students work with actual New York City 311 complaint data to analyze housing-related issues. The project covers the entire data science workflow, from initial data exploration to final model deployment. Participants learn to handle real-world data challenges, perform advanced analytics, and create meaningful visualizations. The course emphasizes practical application and portfolio development, helping students demonstrate their expertise to potential employers.
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: IBM Data Science Professional Certificate, Python Data Science
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.



