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：新状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
状态：免费试用University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Governance, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Analysis, Data Management, Model Evaluation, Data Preprocessing, Data Access, Statistical Analysis, Sampling (Statistics), Verification And Validation, Design Strategies, Threat Detection
状态：预览DeepLearning.AI
您将获得的技能: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures
状态：免费试用Arizona State University
您将获得的技能: 半导体, 化学, 工程学, 物理学, 材料科学, 机械工程, 物理科学, 化学工程
状态：预览Nanyang Technological University, Singapore
您将获得的技能: Criminal Investigation and Forensics, Scientific Methods, Chemistry, Blood Collection, Investigation, Case Studies, Biochemistry, Analytical Chemistry, Pharmacology, Laboratory Testing, Pathology, Molecular Biology, Deductive Reasoning, Estimation
状态：预览University of Pennsylvania
您将获得的技能: 研究设计, 研究, 模拟, 科学方法, 数据收集, 实验, 研究方法, 道德标准与行为, 同行评审, 科学与研究
状态：免费试用University of Colorado Boulder
您将获得的技能: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Pseudocode, Design Strategies, Data Encryption Standard, Computer Science, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Modeling, Advanced Mathematics, Python Programming
状态：免费试用Macquarie University
您将获得的技能: 数据扫盲, Data Validation, 仪表板, 数据叙事, 高级分析, 数据建模, 微软办公软件, Excel 宏, Excel 公式, 数据操作, 数据预处理, 透视表和图表, 分析技能, 电子表格软件, 微软Excel, Data Analysis 表达式（DAX）, 财务预测, 数据展示, 商业分析, 数据分析软件
状态：免费试用University of Michigan
您将获得的技能: Mechanics, Environmental Monitoring, Global Positioning Systems, Engineering, Physics, Environment, Physical Science, Climate Change Programs, Trigonometry, Geographic Information Systems, Research, Scientific Methods, Manufacturing and Production, Calculus, World History, Chemical Engineering, International Relations, Engineering, Scientific, and Technical Instruments, Political Sciences, Emerging Technologies
状态：预览The University of Edinburgh
您将获得的技能: 心理学, 人类学习, 人类学, 科学与研究, 机器人, 人工智能, 人为因素
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 统计, 统计方法, 数据扫盲, 描述性统计, 研究设计, 数据可视化, 分析, 定量研究, 数据分析
状态：免费试用IBM
您将获得的技能: Data Validation, 数据清理, 数据库系统, IBM DB2, SQL, 数据库设计, 数据架构, 数据建模, 数据整合, Data Mart, 数据仓库, Query 语言, 摘录, 数据质量, 星形模式, PostgreSQL, 雪花模式, 数据湖
总之，以下是 10 最受欢迎的 statistics for data science 课程
- Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
- Total Data Quality: University of Michigan
- AI Python for Beginners: DeepLearning.AI
- 材料科学入门: Arizona State University
- Introduction to Forensic Science: Nanyang Technological University, Singapore
- 科学哲学: University of Pennsylvania
- Foundations of Data Structures and Algorithms: University of Colorado Boulder
- Excel 商务技能: Macquarie University
- Rocket Science 101: University of Michigan
- 哲学与科学认知科学哲学导论: The University of Edinburgh
