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Project: Visual Machine Learning with Yellowbrick

Project: Visual Machine Learning with Yellowbrick

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8.3/10 (Our Score)
Product is rated as #183 in category Machine Learning

Welcome to this project–based course on Visual Machine Learning with Yellowbrick. In this course, we will explore how to evaluate the performance of a random forest classifier on the Poker Hand data set using visual diagnostic tools from Yellowbrick. With an emphasis on visual steering of our analysis, we will cover the following topics in our machine learning workflow: feature analysis, feature importance, algorithm selection, model evaluation using regression, cross–validation, and hyperparameter tuning. 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 …

Instructor Details

Snehan Kekre is a Machine Learning and Data Science Instructor at Rhyme. He will graduate in 2021 with a BSc in Computer Science and Artificial Intelligence from Minerva Schools at KGI, based in San Francisco. His interests include AI safety and alignment research. He believes that building a deep, technical understanding of machine learning and AI among students and engineers is necessary in order to grow the AI safety community. This passion drives him to design hands-on, project-based Machine Learning Courses on Rhyme.

Specification: Project: Visual Machine Learning with Yellowbrick

Duration

4 hours

Year

2020

Level

Intermediate

Certificate

Yes

Quizzes

Yes

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  1. Sujal V

    good

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    Project: Visual Machine Learning with Yellowbrick
    Project: Visual Machine Learning with Yellowbrick

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