Machine Learning with the Experts: School Budgets

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Cost $29/mo
Start Date On demand
Machine Learning with the Experts: School Budgets

Course Details

Cost

$29/mo

Upcoming Schedule

  • On demand

Course Provider

DataCamp online courses
DataCamp is a young team of data analytics enthusiasts that provide free interactive data science and statistics education to the world. To us, the best way to learn is by doing; therefore at www.datacamp.com all our courses are provided through an online interactive learning platform tailored to hands-on experimentation in the browser and prepare you for jobs in the future.
DataCamp is a young team of data analytics enthusiasts that provide free interactive data science and statistics education to the world. To us, the best way to learn is by doing; therefore at www.datacamp.com all our courses are provided through an online interactive learning platform tailored to hands-on experimentation in the browser and prepare you for jobs in the future.
Provider Subject Specialization
Sciences & Technology
9 reviews

Course Description

Data science isn't just for predicting ad-clicks-it's also useful for social impact! This course is a case study from a machine learning competition on DrivenData. You'll explore a problem related to school district budgeting. By building a model to automatically classify items in a school's budget, it makes it easier and faster for schools to compare their spending with other schools. In this course, you'll begin by building a baseline model that is a simple, first-pass approach. In particular, you'll do some natural language processing to prepare the budgets for modeling. Next, you'll have the opportunity to try your own techniques and see how they compare to participants from the competition. Finally, you'll see how the winner was able to combine a number of expert techniques to build the most accurate model. Prerequisite:
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