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所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistical-data-analysis-using-matlab-a-beginners-guide/
课程评论：没有评论
课程名称：使用MATLAB进行统计数据分析：初学者指南 概述：本课程旨在激发参与者的兴趣，鼓励他们开展与数据分析相关的项目活动，从而开启数据分析之旅。课程旨在让学员掌握统计数据分析的基本知识及其在科学、工程等相关领域的实际应用。课程内容包括数据预处理、数据摘要统计、数据可视化和数据建模的逐步指导。通过两个关于数据可视化和数据建模的应用项目，学员将获得实践经验，以应用所学的概念。选择MATLAB作为数据分析工具，因为它是工业和研究应用中使用最广泛的工具。动手实践和相关文献将帮助学员获得使用MATLAB进行数据分析、数据可视化和数据建模的基本知识。 该课程面向初学者，因此除了计算机的基础知识外，没有其他先决条件。不过，如果具备一些MATLAB的基础知识将更为有利。课程适合本科生、研究生以及从事数据科学工作的行业人员。
Statistical Data Analysis using MATLAB: A Beginners Guide This course will create interest among the participants and encourage them to undertake the project activities related to Data Analysis which are expected to lead them to start their journey towards Data AnalyticsThe course is designed to get basic knowledge of Statistical Data Analysis and its real time applications in various fields of Science, Engineering and allied domain.The course includes step by step approach for Data Pre-processing, Data Summery Statistics, Data Visualization and Data Modelling. The two Application Projects on Data Visualization and Data Modeling for the practical datasets will provide the hands-on practice of implementing the concept learned in the course. The Matlab tool is selected for Data Analysis as it is the most used tool in industry and research applications. The hands-on practice sessions and relevant literature will lead them to acquire fundamental knowledge of Data Analysis, Data Visualization and Data Modelling using MATLAB.This course is designed for Beginners and therefore no prerequisites are required except fundamental knowledge of computers. However, will be added benefit if having some basic knowledge of MATLAB. This course is intended for the undergraduate, postgraduate students in Science, Engineering, Commerce and the industry persons working in the field of Data Science.
