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學生對 科罗拉多大学波德分校 提供的 Introduction to Machine Learning: Supervised Learning 的評價和反饋

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20 個評分

課程概述

In this course, you’ll be learning various supervised ML algorithms and prediction tasks applied to different data. You’ll learn when to use which model and why, and how to improve the model performances. We will cover models such as linear and logistic regression, KNN, Decision trees and ensembling methods such as Random Forest and Boosting, kernel methods such as SVM. Prior coding or scripting knowledge is required. We will be utilizing Python extensively throughout the course. In this course, you will need to have a solid foundation in Python or sufficient previous experience coding with other programming languages to pick up Python quickly. We will be learning how to use data science libraries like NumPy, pandas, matplotlib, statsmodels, and sklearn. The course is designed for programmers beginning to work with those libraries. Prior experience with those libraries would be helpful but not necessary. College-level math skills, including Calculus and Linear Algebra, are required. Our hope for this course is that the math will be understandable but not intimidating. This course can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder....

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1 - Introduction to Machine Learning: Supervised Learning 的 12 個評論(共 12 個)

創建者 Alessandro U

2022年8月30日

創建者 Pratik P

2022年7月19日

創建者 Zehu C

2022年4月4日

創建者 Miguel D B

2022年9月1日

創建者 Mahmudul H

2022年5月21日

創建者 Vishal P

2022年6月16日

創建者 Ashish R

2022年6月21日

創建者 Francesco M

2022年11月4日

創建者 Nathan H

2022年4月5日

創建者 Js S

2022年8月24日

創建者 Donald F

2022年11月20日

創建者 Mario A h C

2022年5月14日