Data Science Project Capstone: Predicting Bicycle Rental

Beginner Level

7 hours to complete

Flexible Schedule

Robert Zimmer

What You’ll Learn

In this course you will tackle a prediction problem: forecasting the number of bicycles that will be rented on a given day.

Skills You’ll Gain

Regression Analysis Statistical Modeling Data Science Data-Driven Decision-Making Data Collection Correlation Analysis Forecasting Exploratory Data Analysis Time Series Analysis and Forecasting Predictive Modeling Data analysis

Shareable Certificate

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Develop Your Specialized Knowledge

Learn new concepts from industry experts

Gain a foundational understanding of a subject or tool

Develop job-relevant skills with hands-on projects

Earn a shareable career certificate

There are 2 modules in this course

Welcome to an exhilarating week in our Data Science journey, where we transition from theory to practice with the commencement of our capstone project. We will immerse ourselves in the intricate world of predictive modeling using linear regression, aiming to forecast bicycle rentals. You will learn specifically about data acquisition and correlation.

This week, we will complete the Data Science Project. You will learn about single and multiple linear regression and apply these models to solve the bicycle rental problem.