Welcome to this project-based course on Analyzing Box Office Data with Seaborn and Python. In this course, you will be working with the The Movie Database (TMDB) Box Office Prediction data set. The motion picture industry is raking in more revenue than ever with its expansive growth the world over. Can we build models to accurately predict movie revenue? Could the results from these models be used to further increase revenue? We try to answer these questions by way of exploratory data analysis (EDA) in this project and the next. The statistical data visualization libraries Seaborn and Plotly will be our workhorses to generate interactive, publication-quality graphs. By the end of this course, you will be able to produce data visualizations in Python with Seaborn, and apply graphical techniques used in exploratory data analysis (EDA).
Analyze Box Office Data with Seaborn and Python
Instructor: Snehan Kekre
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(178 reviews)
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What you'll learn
Produce data visualizations with Seaborn
Apply graphical techniques used in exploratory data analysis (EDA)
Skills you'll practice
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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:
Data Loading and Exploration
Visualizing the Target Distribution
Comparing Film Revenue to Budget
Do Official Homepages Impact Revenue?
Distribution of Languages across Films
Common Words in Film Titles and Descriptions
How do Film Descriptions Impact Revenue?
Recommended experience
Some experience in programming in Python.
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Practice new skills by completing job-related tasks.
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Follow along with pre-recorded videos from experts using a unique side-by-side interface.
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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.
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Reviewed on Jun 8, 2020
Snehan is a great instructor. With this course you'll learn how to use some Seaborn plots and how to do some EDA with pandas.
Reviewed on Dec 22, 2020
Mr. Kekre was elaborative, clear, neat, and direct in illustrating the project, this is not overpraising; I would like to attend more projects for him.
Reviewed on Jul 11, 2020
The course is good for complete beginners, but could have been better if we get the idea or design or the why of the project is structured the way it is. Thumbs up for the instructor and the course.
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Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.