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: 心理学, 设定目标, 自我意识, 复原力, 社会影响, 决策, 同情心, 压力管理, 心理健康, 积极性, 生产率, 行为健康, 成长意识, 正念
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: 数据库, 数据科学, 大数据, Apache Spark, 数据存储技术, 数据仓库, 查询语言, NoSQL, 关系数据库, 数据湖, 数据存储, 数据管理, Data Governance, 数据安全, Apache Hadoop, 数据转换, 数据整合, 数据管道, 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, 柱状图, 制图, Excel 公式, 电子表格软件, Microsoft Excel, 数据操作, 透视表和图表, 散点图, 数据导入/导出, 数据可视化软件
状态：免费试用Macquarie University
您将获得的技能: Data Validation, Excel 宏, 数据扫盲, 数据分析软件, Microsoft Office, 数据故事, 高级分析, Excel 公式, 数据建模, 商业分析, 数据预处理, 数据展示, 微软办公软件, 财务预测, 电子表格软件, 仪表板, Microsoft Excel, 分析技能, 数据分析表达式 (DAX), 数据验证, 透视表和图表, 数据操作
状态：免费试用IBM
您将获得的技能: IBM DB2, 数据仓库, 星形模式, 商业智能, 关系数据库, MySQL, 查询语言, Linux 命令, 外壳脚本, 文件管理, 数据库设计, 同行评审, 数据可视化, IBM Cognos 分析系统, Microsoft SQL 服务器, Bash（脚本语言）, 仪表板, 数据管道, 数据架构, 摘录
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
