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Predictions: Regression for Car Mileage and Diamond Price

BeginnerGuided Project

Master essential skills for mind-blowing forecasts and unlock a world of data-driven success. In this project, you'll discover how to build powerful machine learning regressors to predict Car Mileage and Diamond Values. Gain in-demand skills for success and make informed decisions in industries such as automotive and jewelry by harnessing the potential of data-driven predictions.

4.6 (410 Reviews)

Language

  • English

Topic

  • Data Science

Enrollment Count

  • 1.72K

Skills You Will Learn

  • Artificial Intelligence, Machine Learning, Python, Pandas, Data Science

Offered By

  • IBMSkillsNetwork

Estimated Effort

  • 30 minutes

Platform

  • SkillsNetwork

Last Update

  • April 27, 2025
About this Guided Project
Unlock hidden patterns, identify target variables, and predict data trends with this comprehensive project on regression analysis. Dive into the world of machine learning and discover how it can revolutionize industries like automotive and jewelry. Gain the skills and knowledge to create robust regression models and elevate your data analysis capabilities. Get ready to uncover insights and make informed decisions that drive success!

A Look at the Project Ahead

  1. Dataset Preparation:
    • As a first step, you will gather datasets of car mileage and diamond samples.
  2. Feature Selection:
    • Identify relevant features from the dataset that are informative for regression models.
  3. Model Training and Evaluation
    • This stage involves training your selected model using the dataset and evaluating your model performance.

What You'll Need

Ignite your machine learning journey with just 30 minutes of focused dedication! This beginner-friendly project requires minimal preparation, allowing you to dive right into the captivating world of machine learning. Thanks to the IBM Skills Network Labs environment, you'll enjoy a hassle-free setup with pre-installed tools, guaranteeing a seamless experience.

Instructors

Ramesh Sannareddy

Corporate IT Trainer

Ramesh Sannareddy holds a Bachelors Degree in Information Systems (Birla Institute of Technology, Pilani). He has two and a half decades of experience in Information Technology Infrastructure Management, Database Administration, Information Integration and Automation. He worked for companies like Intergraph, Genpact, HCL, and Microsoft. Currently, he is a freelancer and pursues his passion for teaching. He teaches Data Science, Machine Learning, Programming and Databases.

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Contributors

Vicky Kuo

Data Scientist

I believe that success isn't just about individual milestones, but also about uplifting and encouraging others to reach their potential. This is why I'm passionate about combining my technical background with my eagerness to help people overcome technological hurdles and accelerate growth. When I’m not on the job, I love hiking with my two dogs or relaxing in a coffee shop. There's nothing better than having an insightful conversation over coffee, or even better, some volunteer work! Please feel free to reach out to me on LinkedIn.

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