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所在平台: Udemy |
课程主页: https://www.udemy.com/course/a-comprehensive-course-in-logistic-and-linear-regression/
课程评论：没有评论
Coursera 课程《Logistic and Linear Regression 综合课程》是一门为期 20 多个小时、包含 100 多个课程单元的综合性课程。该课程旨在让学习过程充满乐趣和易懂，涵盖了从 Python 基础、数据结构（列表、元组、集合、字典、字符串）、Pandas 和 Numpy，到线性代数（点、直线方程、向量及向量运算、矩阵及矩阵运算）以及 Logistic 回归和 Linear 回归背后的深入数学原理。课程还包含了一个 "Donors Choose" 的案例研究。 课程设计强调循序渐进，从每个主题的基础知识和直观理解入手，通过包含大量现实生活示例的视频讲解帮助学生深入掌握概念。此外，课程还提供了详细的案例解析，展示不同提问和解决问题的方式。整个课程结构逻辑严谨，概念之间相互关联，逐渐构建起完整的知识体系。 学员在完成课程后将获得课程的终身访问权限、在问答区的友好支持，以及可供下载的 Udemy 结业证书。同时，课程提供 30 天的退款保证。
A COMPREHENSIVE COURSE IN LOGISTIC AND LINEAR REGRESSION IS SET UP TO MAKE LEARNING FUN AND EASYThis 100+ lesson course includes 20+ hours of high-quality video and text explanations of everything from Python, Linear Algebra, Mathematics behind the ML algorithms and case studies. Topic is organized into the following sections:Python Basics, Data Structures - List, Tuple, Set, Dictionary, StringsPandas and NumpyLinear Algebra - Understanding what is a point and equation of a line. What is a Vector and Vector operationsWhat is a Matrix and Matrix operationsIn depth mathematics behind Logistic RegressionDonors Choose case studyIn depth mathematics behind Linear Regression.AND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:We will start with basics and understand the intuition behind each topic.Video lecture explaining the concept with many real-life examples so that the concept is drilled in.Walkthrough of worked out examples to see different ways of asking question and solving them.Logically connected concepts which slowly builds up.Enroll today! Can't wait to see you guys on the other side and go through this carefully crafted course which will be fun and easy.YOU'LL ALSO GET:Lifetime access to the courseFriendly support in the Q & A sectionUdemy Certificate of Completion available for download30-day money back guarantee
