开始时间: 12/21/2023 持续时间: Approximately 6 months to complete Suggested pace of 6 hours/week
所在平台: Coursera专项课程 课程类别: 计算机科学 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/data-science-statistics-machine-learning
课程评论:没有评论
Build models, make inferences, and deliver interactive data products. This specialization continues and develops on the material from the Data Science: Foundations using R specialization. It covers statistical inference, regression models, machine learning, and the development of data products. In the Capstone Project, you’ll apply the skills learned by building a data product using real-world data. At completion, learners will have a portfolio demonstrating their mastery of the material. The five courses in this specialization are the very same courses that make up the second half of the Data Science Specialization. This specialization is presented for learners who have already mastered the fundamentals and want to skip right to the more advanced courses.
数据科学:统计和机器学习专业:构建模型,进行推理并提供交互式数据产品。 该专业化将继续发展,并以使用R专业化的数据科学基础知识为基础。它涵盖了统计推断,回归模型,机器学习和数据产品的开发。在Capstone项目中,您将应用通过使用实际数据构建数据产品而学到的技能。完成后,学习者将拥有一个档案袋,以证明他们对材料的掌握。 本专业的五门课程与构成数据科学专业下半部分的课程完全相同。该专业专为已精通基础知识并希望直接跳到更高级课程的学习者而设。Course Link: https://www.coursera.org/learn/statistical-inference
Name:Statistical Inference
Description:Offered by Johns Hopkins University. Statistical inference is the process of drawing conclusions about populations or scientific truths from ... Enroll for free.
Course Link: https://www.coursera.org/learn/regression-models
Name:Regression Models
Description:Offered by Johns Hopkins University. Linear models, as their name implies, relates an outcome to a set of predictors of interest using ... Enroll for free.
Course Link: https://www.coursera.org/learn/practical-machine-learning
Name:Practical Machine Learning
Description:Offered by Johns Hopkins University. One of the most common tasks performed by data scientists and data analysts are prediction and machine ... Enroll for free.
Course Link: https://www.coursera.org/learn/data-products
Name:Developing Data Products
Description:Offered by Johns Hopkins University. A data product is the production output from a statistical analysis. Data products automate complex ... Enroll for free.
Course Link: https://www.coursera.org/learn/data-science-project
Name:Data Science Capstone
Description:Offered by Johns Hopkins University. The capstone project class will allow students to create a usable/public data product that can be used ... Enroll for free.