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In this liveProject, you’ll test your data wrangling and data processing skills using the Julia language. You’ll step into the role of a data scientist for a real estate company with a new task from your boss—analyze and clean housing and census data for the marketing and sales teams. You’ll employ the popular Julia package DataFrame.jl as well as powerful statistics related libraries to successfully explore these datasets, and prepare them for machine learning.
This project is a part of the series Hands-on Data Science with Julia.
This project is designed for learning purposes and is not a complete, production-ready application or solution.
prerequisites
This liveProject is for experienced data scientists and data analysts who are interested in building their skills in Julia. To begin this liveProject, you will need to be familiar with:TOOLS
- Basics of Jupyter notebook
- Basics of Julia and intermediate knowledge of another high-level programming language such as Python or R
- Intermediate data wrangling
- Intermediate data visualization
- Basics of bootstrapping
- Basic usage of command pipelines
- Basic usage of functions and control flow
- Basic errors and correlation analysis
features
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- You choose the schedule and decide how much time to invest as you build your project.
- Project roadmap
- Each project is divided into several achievable steps.
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- Compare with others
- For each step, compare your deliverable to the solutions by the author and other participants.
- book resources
- Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
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Data Preprocessing project for free
Data Preprocessing project for free
team
monthly
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only $41.67 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
- renews monthly, pause or cancel renewal anytime
- renews annually, pause or cancel renewal anytime
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Data Preprocessing project for free
