Data Science 统计学课程
数据科学统计学课程可以帮助您学习数据 Visualization、假设检验、Regression Analysis 和概率论。您可以掌握解释数据趋势、进行预测和 A/B Testing 的技能。许多课程会介绍 R、Python 和 SQL 等工具，这些工具支持分析数据集和实施统计模型。通过使用这些工具，您可以有效地将统计方法应用到现实世界的数据挑战中，从而提高您得出有意义见解的能力。
数据科学的热门统计学课程和认证
状态：免费试用Johns Hopkins University
您将获得的技能: HTML and CSS, Cascading Style Sheets (CSS), Ajax, Javascript, Responsive Web Design, Front-End Web Development, Web Design, Bootstrap (Front-End Framework), Web Development, Development Environment, Web Development Tools, Web Design and Development, JSON, Web Applications, Web Content Accessibility Guidelines, Scripting, Browser Compatibility, Hypertext Markup Language (HTML), Object Oriented Programming (OOP), Event-Driven Programming
状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
状态：免费试用Stanford University
您将获得的技能: 生物信息学, 社交网络分析, 图论, 计算逻辑, 网络路由, 概率, 理论计算机科学, 编程原则, 数据结构, 计算思维, 网络模型, 分析, 运筹学, 网络分析, 计算机科学, Algorithm, 伪代码, 算法
状态：免费试用DeepLearning.AI
您将获得的技能: Model Evaluation, 验证和确认, 深度学习, 数据预处理, 人工神经网络, 模型评估, 性能调整, 机器学习方法, 张力流
状态：预览Peking University
您将获得的技能: 语法, 语言学习, 词汇, 口语理解, 交流, 语言能力
状态：预览Shanghai Jiao Tong University
您将获得的技能: 化学工程, 物理科学, 半导体, 化学, 热管理, 制造工艺, 物理学, 材料科学, 机械工程
状态：免费试用Johns Hopkins University
您将获得的技能: R 程序设计, Rmarkdown, 数据分析, 软件安装, 统计编程, R（软件）, 数据科学, 版本控制, GitHub, 数据扫盲, 探索性数据分析
状态：免费试用状态：人工智能技能Google
您将获得的技能: IT Security Architecture, Computer Networking, Operating System Administration, Package and Software Management, Network Troubleshooting, Version Control, IT Automation, Systems Administration, IT Infrastructure, Information Systems Security, TCP/IP, Git (Version Control System), Chef (Configuration Management Tool), Network Security, Ruby (Programming Language), File Systems, Computer Hardware, Technical Support, Interviewing Skills, Applicant Tracking Systems
状态：预览University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
状态：免费试用Corporate Finance Institute
您将获得的技能: SQL, Databases, Data Manipulation, Data Analysis, Data Cleansing, Relational Databases, Data Access, Data Synthesis, Query Languages, Data Warehousing, Data Transformation
状态：免费试用DeepLearning.AI
您将获得的技能: Data Storytelling, Google Sheets, Data Visualization, Spreadsheet Software, Large Language Modeling, Data Literacy, Data Visualization Software, Business Analysis, Requirements Analysis, Data Analysis, Analytics, Exploratory Data Analysis, Data-Driven Decision-Making, Trend Analysis, Data Transformation, Stakeholder Engagement
总之，以下是 10 最受欢迎的 statistics for data science 课程
- HTML, CSS, and Javascript for Web Developers: Johns Hopkins University
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
- Algorithm: Stanford University
- 改进深度神经网络：超参数调整、正则化和优化: DeepLearning.AI
- 汉语入门: Peking University
- 材料科学基础: Shanghai Jiao Tong University
- 数据科学家的工具箱: Johns Hopkins University
- Google IT Support: Google
- Exploratory Data Analysis: University of Leeds
