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Regression Analysis with Yellowbrick(으)로 돌아가기

Coursera Project Network의 Regression Analysis with Yellowbrick 학습자 리뷰 및 피드백

78개의 평가

강좌 소개

Welcome to this project-based course on Regression Analysis with Yellowbrick. In this project, we will build a machine learning model to predict the compressive strength of high performance concrete (HPC). Although, we will use linear regression, the emphasis of this project will be on using visualization techniques to steer our machine learning workflow. Visualization plays a crucial role throughout the analytical process. It is indispensable for any effective analysis, model selection, and evaluation. This project will make use of a diagnostic platform called Yellowbrick. It allows data scientists and machine learning practitioners to visualize the entire model selection process to steer towards better, more explainable models.Yellowbrick hosts several datasets from the UCI Machine Learning Repository. We’ll be working with the concrete dataset that is well suited for regression tasks. The dataset contains 1030 instances and 8 real valued attributes with a continuous target. We we will cover the following topics in our machine learning workflow: exploratory data analysis (EDA), feature and target analysis, regression modelling, cross-validation, model evaluation, and hyperparamter 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 in other regions....

최상위 리뷰

필터링 기준:

Regression Analysis with Yellowbrick의 16개 리뷰 중 1~16

교육 기관: Raul G

2020년 6월 25일

교육 기관: Lorenço

2020년 7월 11일

교육 기관: Saurabh K

2020년 5월 12일

교육 기관: Manish W

2020년 5월 2일

교육 기관: Chanreaksa C

2020년 9월 14일

교육 기관: Rajkumar R

2020년 10월 23일

교육 기관: Arnab S

2020년 9월 8일

교육 기관: Dr. P R

2020년 5월 15일

교육 기관: Jack C

2020년 6월 3일

교육 기관: SHRUTI S

2020년 5월 14일

교육 기관: Dr. J R P

2020년 5월 7일

교육 기관: p s

2020년 6월 24일

교육 기관: Vajinepalli s s

2020년 6월 20일

교육 기관: THAKOR R R

2020년 5월 22일

교육 기관: tf

2021년 7월 5일

교육 기관: Ammar S

2020년 7월 13일