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Evaluate Machine Learning Models with Yellowbrick(으)로 돌아가기

Coursera Project Network의 Evaluate Machine Learning Models with Yellowbrick 학습자 리뷰 및 피드백

4.8
별점
36개의 평가
3개의 리뷰

강좌 소개

Welcome to this project-based course on Evaluating Machine Learning Models with Yellowbrick. In this course, we are going to use visualizations to steer our machine learning workflow. The problem we will tackle is to predict whether rooms in apartments are occupied or unoccupied based on passive sensor data such as temperature, humidity, light and CO2 levels. We will build a logistic regression model for binary classification. This is a continuation of the course on Room Occupancy Detection. With an emphasis on visual steering of our analysis, we will cover the following topics in our machine learning workflow: model evaluation with ROC/AUC plots, confusion matrices, cross-validation scores, and setting discrimination thresholds for logistic regression models. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with Python, Jupyter, Yellowbrick, and scikit-learn pre-installed. Notes: - You will be able to access the cloud desktop 5 times. However, you will be able to access instructions videos as many times as you want. - This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....
필터링 기준:

Evaluate Machine Learning Models with Yellowbrick의 3개 리뷰 중 1~3

교육 기관: Ali M H

Apr 29, 2020

I really like this course but need a bit more information how to built the data and how to apply not only for visualizer. Especially, in data mining used knowledge feature based method. I wish get more information. and also while i do the coding with his course the most import can not defined gave me error name even i follow his steps, still same. Thanks

교육 기관: JESUVI J

Jun 09, 2020

It's really good to learn

교육 기관: p s

Jun 25, 2020

Good