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所在平台: Udemy |
课程主页: https://www.udemy.com/course/r-programming-for-data-science-beginners-to-pro/
课程评论：没有评论
课程名称：2025 R 4.0 数据科学编程初学者到专业人士 课程概述：本课程是一个全面的 R 编程学习课程，旨在帮助初学者踏出成为数据科学专家的第一步。无论你是编程经验较少的新手，还是希望扩展技能的 R 开发者，这门课程都适合你。课程从 R 编程基础开始，逐渐深入到数据科学所需的高级技术。在学习过程中，你将获得使用流行的 R 库（如 dplyr、ggplot2 和 tidyr）的实践经验。 你将学习如何导入、清洗和处理数据，创建可视化和统计模型，以获得洞察和进行预测。同时，你也会掌握数据整合技巧以及如何使用 R 进行数据可视化。完成课程后，你将对 R 编程有一个扎实的理解，并能够将新技能应用到广泛的数据科学项目中。此外，你还会学习如何在 Jupyter Notebook 中使用 R，以便轻松分享工作并与他人合作。 如果你准备好迈出成为数据科学专家的第一步，这门课程将是你的理想选择！通过我们的实践教学和互动测验，你将能够立即将新技能付诸实践。 课程内容包括： - 如何安装 R 包 - 如何使用 R 数据类型 - R 数据框、矩阵、向量等的介绍 - 如何处理数据框 - 如何在数据框上执行连接和合并操作 - 使用 ggplot2 绘制数据 - 对现实生活数据集（如 Covid-19）的分析 这门课程将帮助你打下机器学习的坚实基础，使你能够在其他机器学习模型中应用课程内容。如果你是商业经理、执行人员或希望在机器学习领域优秀的学生，那么这门课程非常适合你。 我们的资格：作为一名机器学习博士生，我多年来通过 KGP Talkie YouTube 频道教授了成千上万的学生，受到广泛欢迎。部分课程被纳入 Udemy 的前5000课程系列，并为 Udemy Business 精心策划。我确保你不会后悔选修这门课程。
Take your first step towards becoming a data science expert with our comprehensive R programming course. This course is designed for beginners with little or no programming experience, as well as experienced R developers looking to expand their skill set.You'll start with the basics of R programming and work your way up to advanced techniques used in data science. Along the way, you'll gain hands-on experience with popular R libraries such as dplyr, ggplot2, and tidyr.You will learn how to import, clean and manipulate data, create visualizations and statistical models to gain insights and make predictions. You will also learn data wrangling techniques and how to use R for data visualization.By the end of the course, you'll have a solid understanding of R programming and be able to apply your new skills to a wide range of data science projects. You'll also learn how to use R in Jupyter notebook, so that you can easily share your work and collaborate with others.So, if you're ready to take your first step towards becoming a data science expert, this is the course for you! With our hands-on approach and interactive quizzes, you'll be able to put your new skills into practice right away.In this course, you learn:How to install R-PackagesHow to work with R-data typesWhat is R DataFrame, Matrices, Vectors, etc?How to work with DataFramesHow to perform join and merge operations on DataFramesHow to plot data using ggplot2 in R 4.0Analysis of real-life dataset Covid-19 How this course will help you?This course will give you a very solid foundation in machine learning. You will be able to use the concepts of this course in other machine learning models. If you are a business manager or an executive or a student who wants to learn and excel in machine learning, this is the perfect course for you.What makes us qualified to teach you?I am a Ph.D. Scholar in Machine Learning and taught tens of thousands of students over the years through my classes at the KGP Talkie YouTube channel. A few of my courses are part of Udemy's top 5000 courses collection and curated for Udemy Business. I promise you will not regret it.
