Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
状态：免费试用University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
状态：预览Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Data Literacy, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Integrity, Information Privacy, Informed Consent, Ethical Standards And Conduct, Algorithms
状态：预览MathWorks
您将获得的技能: Data Science, Data Processing, Applied Machine Learning, Machine Learning, Supervised Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Software Installation, Data Structures, Data Science, Software Documentation, Debugging
状态：预览Eindhoven University of Technology
您将获得的技能: 数据科学, 业务流程建模, Data Validation, 业务过程, 业务流程管理, 流程改进, 实时数据, 验证和确认, 数据处理, 工艺优化, 数据挖掘, 过程分析
状态：免费试用LearnQuest
您将获得的技能: 统计方法, Scikit-learn （机器学习库）, 数据操作, 统计假设检验, 数据分析, Pandas（Python 软件包）, 数据科学, 监督学习, 数据结构, 回归分析, Python 程序设计, NumPy, 预测建模, 功能工程, 分类与回归树 (CART), 机器学习, 编程原则, 探索性数据分析
状态：免费试用您将获得的技能: 数据叙事, 数据操作, 数据分析, 数据展示, 关系数据库, Excel 公式, 微软Excel, 数据库设计, 大数据, IBM Cognos 分析, 交互式数据可视化, Ggplot2, 分析技能, 仪表板, 数据整理, 探索性数据分析, 闪亮（R 套件）, 数据可视化软件, 网页抓取, 数据可视化
状态：免费试用Johns Hopkins University
您将获得的技能: A/B 测试, 统计建模, 统计分析, 数据分析, 数据科学, 数据驱动的决策制定, 统计机器学习, 数据管理, Data Management, 技术交流, 统计, 数据质量, 统计推理
状态：免费试用Johns Hopkins University
您将获得的技能: 数据操作, 文件管理, 数据结构, Python 程序设计, 面向对象编程（OOP）, 脚本, 生物信息学, Jupyter, 编程原则, 数据处理, 软件包和软件管理
状态：免费试用Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Statistical Modeling, Web Scraping, Ggplot2, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, Statistical Methods, R Programming, Data Science, Data Wrangling, Data Cleansing, Version Control
状态：免费试用Edureka
您将获得的技能: PySpark, Data Pipelines, Data Processing, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, Machine Learning, Data Cleansing, Text Mining, Deep Learning
状态：免费试用您将获得的技能: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Analysis, R Programming, Python Programming
总之，以下是 10 最受欢迎的 data science 课程
- Statistics for Data Science Essentials: University of Pennsylvania
- Introduction to Data Science: Ball State University
- Data Science Companion: MathWorks
- Programming for Data Science: University of Leeds
- 流程挖掘：数据科学在行动: Eindhoven University of Technology
- 数据科学和 Python scikit-learn 简介: LearnQuest
- 使用 Excel 和 R 进行 IBM 数据分析: IBM
- 生活中的数据科学: Johns Hopkins University
- 基因组数据科学 Python: Johns Hopkins University
- Data Science with R: Duke University
