Coursera Project Network
Deep Learning for Real Estate Price Prediction
Coursera Project Network

Deep Learning for Real Estate Price Prediction

Ryan Ahmed

Instructor: Ryan Ahmed

3,349 already enrolled

Included with Coursera Plus

Guided Project
Learn, practice, and apply job-ready skills with expert guidance
4.4

(19 reviews)

Beginner level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
4.4

(19 reviews)

Beginner level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Understand the theory and intuition behind Deep Learning

  • Train Artificial Neural Networks to perform real estate price prediction

  • Perform Data Visualization, Data Cleaning, Feature Engineering and Exploratory Data Analysis

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
No downloads or installation required

Only available on desktop

See how employees at top companies are mastering in-demand skills

Placeholder

Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
Placeholder

About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Understand the Problem Statement and Business Case

  2. Import Libraries and Datasets

  3. Practice Opportunity #1 [Optional]

  4. Perform Data Visualization

  5. Practice Opportunity #2 [Optional]

  6. Perform Data Cleaning and Feature Engineering

  7. Train a Deep Learning Model with Limited Number of Features

  8. Practice Opportunity #3 [Optional]

  9. Evaluate Trained Deep Learning Model Performance

  10. Train and Evaluate a Deep Learning Model with Increased Number of Features

  11. Practice Opportunity #4 [Optional]

Recommended experience

python programming and math background

11 project images

Instructor

Ryan Ahmed
Coursera Project Network
38 Courses82,774 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions