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：预览Yale University
您将获得的技能: 决策, 社会影响, 正念, 行为健康, 心理健康, 同情心, 心理学, 压力管理, 复原力, 积极性, 设定目标, 生产率, 自我意识, 成长意识
状态：免费您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Data Mining
状态：免费试用Macquarie University
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Inference, Spreadsheet Software, Data-Driven Decision-Making, Box Plots, Probability Distribution, Histogram, Data Visualization Software, Variance Analysis
状态：免费试用您将获得的技能: Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Data Architecture, Data Governance, Apache Kafka, Cloud Deployment, Apache Hadoop, Metadata Management, Data Storage, Apache Hive, Application Programming Interface (API), Data Quality, Data Cleansing, Applied Machine Learning, Cloud Services
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
状态：免费试用IBM
您将获得的技能: 数据转换, 数据管道, NoSQL, 数据存储, 查询语言, 数据存储技术, 数据安全, 数据仓库, 大数据, 数据管理, Apache Hadoop, 关系数据库, 数据科学, 数据库, 数据湖, Apache Spark, Data Governance, 数据整合, 数据架构, 摘录
状态：免费试用状态：人工智能技能您将获得的技能: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Exploratory Data Analysis, SQL, Python Programming
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
状态：免费试用University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
状态：免费试用Rice University
您将获得的技能: 数据分析, 电子表格软件, 透视表和图表, 数据可视化软件, 数据操作, 散点图, Excel 公式, 数据导入/导出, 制图, Microsoft Excel, 柱状图
状态：免费试用IBM
您将获得的技能: 数据管道, 商业智能, Linux 命令, 数据仓库, 查询语言, 数据可视化, 星形模式, 仪表板, 数据库设计, MySQL, 关系数据库, IBM Cognos 分析系统, 文件管理, Bash（脚本语言）, 外壳脚本, IBM DB2, 数据架构, 同行评审, Microsoft SQL 服务器, 摘录
状态：免费试用Macquarie University
您将获得的技能: Data Validation, 高级分析, 电子表格软件, 透视表和图表, 商业分析, 仪表板, 数据操作, 数据建模, 数据分析软件, 数据预处理, Excel 公式, 数据分析表达式 (DAX), Excel 宏, 分析技能, 财务预测, 数据展示, Microsoft Office, Microsoft Excel, 数据扫盲, 微软办公软件, 数据验证, 数据故事
总之，以下是 10 最受欢迎的 statistics for data science 课程
- 青少年幸福科学: Yale University
- Introduction to Data Analysis using Microsoft Excel: Coursera
- Statistics and Data Analysis with Excel: Essentials: Macquarie University
- Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
- Statistics and Applied Data Analysis: University of Colorado Boulder
- 数据工程概论: IBM
- Meta Data Analyst: Meta
- Advanced Statistical Techniques for Data Science: Illinois Tech
- The Data Science Profession – Student View: University of London
- 使用 Excel 进行数据分析概论: Rice University
