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Data Science Capstone: NYC Housing Analysis
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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

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

Data Science
Machine Learning
Python Programming
Data Analysis
Data Visualization
Feature Engineering
Predictive Modeling
Statistical Analysis

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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Certificate
Certificate

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Share your certificate with prospective employers and your professional network on LinkedIn.

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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.

Data Science Capstone: NYC Housing Analysis

Intermediate

Skill Level

6 Weeks

Self-paced Video lessons

Course Cost

₹ 12,375

Completion

CERTIFICATE

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.