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Case Study: School Budgeting with Machine Learning in Python

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Course Report - Case Study: School Budgeting with Machine Learning in Python

Course Report

Find detailed report of this course which helps you make an informed decision on its relevance to your learning needs. Find out the course's popularity among Careervira users and the job roles that would find the course relevant for their upskilling here. You can also find how this course compares against similar courses and much more in the course report.

Course Features

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Duration

4 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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Video Content

4 hours

Course Description

Data science is not only useful for predicting ad clicks but also helps to make a social impact. This is a case study from a Machine Learning Competition at DrivenData. This course will address a problem that impacts school district budgeting. Schools can compare their spending with other schools easier by creating a model which automatically classifies items in school budgets. This course will show you how to create a basic model. Natural language processing will be taught to help you prepare modeling budgets. Next, you will need to compare your methods to other contestants. The winner is the person who can combine multiple expert techniques to create the best model.

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Highlights

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Rating & Reviews

Top 30 Percentile

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Hands on training

Top 20 Percentile

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Parameters

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Hands on training

This course stands out as one of the top 20 percentile options in Machine Learning, offering unparalleled hands-on training. Learners gain practical experience and skills through immersive learning, preparing them for real-world challenges. It ensures a well-rounded skill set, catering to a range of learning preferences. With a focus on Hands on training as well as essential Case Based Learning and Virtual Labs, this course is tailored to meet diverse educational needs.

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Rating & Reviews

This highly acclaimed course is among the top-rated in Machine Learning, boasting a rating greater than 4 and an overall rating of 5.0. Its exceptional quality sets it apart, making it an excellent choice for individuals seeking top-notch learning experience in Machine Learning.

Course Overview

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Virtual Labs

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International Faculty

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Case Based Learning

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Post Course Interactions

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

Skills You Will Gain

Prerequisites/Requirements

Supervised Learning with scikit-learn

What You Will Learn

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 Instructors

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Peter Bull

Co-founder of DrivenData

Peter is a co-founder of DrivenData. He earned his master's in Computational Science and Engineering from Harvard School of Engineering and Applied Sciences. His work lies at the intersection of stat...

Course Reviews

Average Rating Based on 3 reviews

5.0

100%

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