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：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Data Visualization Software, Statistics, Data Wrangling, Data Cleansing, Data Processing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
状态：预览University of California San Diego
您将获得的技能: 数据驱动的决策制定, 数据科学, 数据分析, 软件安装, 统计分析, 大数据, 预测建模, 数据操作, 无监督学习, 预测分析, 分析, 无代码开发, 数据挖掘, 数据处理
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：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University of California, Davis
您将获得的技能: Data Governance, SQL, Data Quality, Data Manipulation, Database Design, Data Transformation, Query Languages, Data Modeling, Databases, Relational Databases, Data Analysis, Descriptive Statistics
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：免费试用LearnQuest
您将获得的技能: 统计方法, 数据科学, 统计假设检验, Python 程序设计, 数据分析, 分类与回归树 (CART), Scikit-learn （机器学习库）, 数据结构, 编程原则, 监督学习, 回归分析, 机器学习, 数据操作, 预测建模, 功能工程, Pandas（Python 软件包）, NumPy, 探索性数据分析
状态：免费试用Johns Hopkins University
您将获得的技能: 统计建模, A/B 测试, 数据驱动的决策制定, 数据科学, 统计分析, 数据分析, 数据管理, Data Management, 统计推理, 统计, 技术交流, 统计机器学习, 数据质量
状态：预览Eindhoven University of Technology
您将获得的技能: 数据科学, 过程分析, 业务过程, 工艺优化, 数据处理, 验证和确认, 数据挖掘, 流程改进, 业务流程建模, Data Validation, 实时数据, 业务流程管理
状态：免费试用Johns Hopkins University
您将获得的技能: 文件管理, Python 程序设计, 数据结构, 软件包和软件管理, 数据操作, 编程原则, 生物信息学, 面向对象编程（OOP）, 脚本, 数据处理, Jupyter
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
总之，以下是 10 最受欢迎的 data science 课程
- Data Science for Professionals: Coursera
- 无代码数据科学: University of California San Diego
- Programming for Data Science: University of Leeds
- Statistics for Data Science Essentials: University of Pennsylvania
- SQL für Data Science: University of California, Davis
- Data Science Companion: MathWorks
- 数据科学和 Python scikit-learn 简介: LearnQuest
- 生活中的数据科学: Johns Hopkins University
- 流程挖掘：数据科学在行动: Eindhoven University of Technology
- 基因组数据科学 Python: Johns Hopkins University
