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Offered By: IBMSkillsNetwork

Predictions: Regression for Car Mileage and Diamond Price

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.

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Guided Project

Data Science

1.68k+ Enrolled
4.6
(384 Reviews)

At a Glance

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.

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.

Estimated Effort

30 Minutes

Level

Beginner

Skills You Will Learn

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

Language

English

Course Code

GPXX0AEIEN

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This Guided Project is part of the following Learning Paths

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