|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/artificial-intelligence-1-linear-multilinear-regression/
课程评论：没有评论
课程名称：人工智能 #1：线性与多元线性回归 课程概述： 本课程深入探讨统计学中的线性回归和多元线性回归。您将学习如何建立数学模型来描述一个因变量（Y）与一个或多个自变量（X）之间的关系。 课程内容： * **线性回归基础：** 理解单变量与多变量回归模型的概念，以及如何使用线性预测函数建模。 * **参数估计与预测：** 学习如何从数据中估计模型参数，并利用模型进行预测。 * **Python实现：** * **第一部分：** 使用Python对单变量系统进行回归分析和预测。涵盖使用随机数、糖尿病数据集和波士顿房价数据集的案例。 * **第二部分：** 使用Python对多变量系统进行回归分析和预测。涵盖全球气温、广告宣传活动总销售额以及内置数据集的案例。 重要信息： * **30天退款保证：** 如果课程不符合您的职业发展需求，可无条件全额退款。 * **终身访问：** 一旦注册，即可永久免费访问课程内容，并享受所有更新。 * **全程支持：** 讲师提供关于课程内容及相关问题的全方位支持。 * **免费预览：** 鼓励学员查看课程大纲和免费试听讲座，以便快速了解课程内容。 行动号召： 立即注册，不要浪费宝贵的时间！期待在课程中与您相见。 讲师：Sobhan
In statistics, Linear Regression is a linear approach for modeling the relationship between a scalar dependent variable Y and one or more explanatory variables (or independent variables) denoted X. The case of one explanatory variable is called simple linear regression. For more than one explanatory variable, the process is called multiple linear regression.In Linear Regression, the relationships are modeled using linear predictor functions whose unknown model parameters are estimated from the data. Such models are called linear models.In this Course you learn Linear Regression & Multilinear RegressionYou learn how to estimate and predict simple and single variable regression to find the possible future output Next you go further You will learn how to estimate output of Multivariable model by using Multilinear RegressionIn the first section you learn how to use python to estimate output of your system. In this section you can estimate output of:Random NumberDiabetesBoston House PriceBuilt in DatasetIn the Second section you learn how to use python to estimate output of your system with multivariable inputs.In this section you can estimate output of:Global TempratureTotal Sales of Advertising CampaignBuilt in Dataset___________________________________________________________________________Important information before you enroll:In case you find the course useless for your career, don't forget you are covered by a 30 day money back guarantee, full refund, no questions asked!Once enrolled, you have unlimited, lifetime access to the course!You will have instant and free access to any updates I'll add to the course.You will give you my full support regarding any issues or suggestions related to the course.Check out the curriculum and FREE PREVIEW lectures for a quick insight.___________________________________________________________________________It's time to take Action!Click the "Take This Course" button at the top right now!...Don't waste time! Every second of every day is valuable...I can't wait to see you in the course!Best Regrads,Sobhan
