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Case Study: School Budgeting with Machine Learning in Python

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Case Study: School Budgeting with Machine Learning in Python

Learn how to create an automatic classification system for items in a school budget.

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Description

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Features

This course includes

Duration

4 hours
Video Content
4 hours
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Mobile, Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Skills

Machine Learning AlgorithmsData ModelingPython ProgrammingNatural Language Processing

Learning Goals

You'll explore a problem related to school district budgeting
You'll begin by building a baseline model that is a simple, first-pass approach
You'll do some natural language processing to prepare the budgets for modeling
You'll have the opportunity to try your own techniques and see how they compare to participants from the competition

Course Content

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Prerequisites/Requirements

Supervised Learning with scikit-learn

Instructors

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Peter Bull

Co-founder of DrivenData

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Course Overview

Case Studies, Hands-On Training, Instructor-Moderated Discussions

Post course interactions

Virtual labs

Case-Based Learning

International faculty

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Course Cover

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