应用统计学课程
应用统计学课程可以帮助您学习数据分析、假设检验、回归技术和实验设计。您可以掌握解释 Data Set、进行预测和有效交流统计结果的技能。许多课程都会介绍 R、Python 和 Excel 等工具，这些工具支持执行统计分析和数据可视化。
热门应用统计学课程和认证
状态：免费试用Vanderbilt University
您将获得的技能: Algorithm, 数据分析, 散点图, 应用机器学习, 编程原则, 算法, 及时工程, 预测建模, 数据可视化软件, ChatGPT, 柱状图, 文件输入/输出, 图像分析, 人工智能个性化, 数字信号处理, 用户界面（UI）, 数学软件, Matlab, Prompt Engineering, 数据处理, 计算机编程, 面向对象编程（OOP）
状态：新状态：免费试用University of London
您将获得的技能: Computational Logic, Algorithms, Applied Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Deductive Reasoning, Mathematical Theory & Analysis, Trigonometry, Statistics, General Mathematics, Analysis, Graphing, Computer Science, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Arithmetic, Problem Solving
状态：免费试用University of California, Davis
您将获得的技能: 数据分析, 数据故事, 数据展示, 解决复杂问题, 描述性统计, 查询语言, 同行评审, 数据质量, 数据建模, 探索性数据分析, 数据可视化, 分布式计算, 演讲, 数据管理, 数据管道, 统计分析, 数据库设计, 数据湖, JSON, Apache Spark, Data Governance
状态：预览University of London
您将获得的技能: 数据分析, Pandas（Python 软件包）, 机器学习, 机器学习算法, 描述性统计, NumPy, 无监督学习, 数据操作, 数据科学, 数据可视化, 统计资料, Python 编程, 概率与统计, Matplotlib
状态：新状态：免费试用Coursera
您将获得的技能: Descriptive Statistics, Dashboard, Histogram, Data Presentation, Data Storytelling, Exploratory Data Analysis, Tableau Software, Data Visualization, Interactive Data Visualization, Data-Driven Decision-Making, Analytics, Business Analysis, Strategic Decision-Making, Data Quality, Performance Analysis, Stakeholder Analysis, Business Metrics, Performance Metric
状态：新状态：免费试用您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Data Validation, System Monitoring, Continuous Monitoring, Verification And Validation, Predictive Modeling, Performance Metric, A/B Testing, Statistical Methods, Anomaly Detection, Failure Analysis, Debugging, Applied Machine Learning, Statistical Analysis, Scikit Learn (Machine Learning Library), Benchmarking
状态：新状态：免费试用University of London
您将获得的技能: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives
状态：新状态：免费试用The Hong Kong University of Science and Technology
您将获得的技能: Cryptography, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Arithmetic, Computational Thinking, Public Key Cryptography Standards (PKCS), Data Structures, Applied Mathematics, Logical Reasoning, Deductive Reasoning
状态：免费试用Shanghai Jiao Tong University
您将获得的技能: 语言学习, 词汇, 口语理解, 语言能力
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率分布, 数据分析, 统计分析, 概率与统计, 统计资料, 统计方法, 概率
状态：新状态：免费试用Board Infinity
您将获得的技能: Financial Forecasting, Feature Engineering, Model Evaluation, Applied Machine Learning, Forecasting, Machine Learning, Predictive Modeling, Financial Modeling, Generative AI, Time Series Analysis and Forecasting, Regression Analysis, Data Preprocessing, Credit Risk, Portfolio Management
DeepLearning.AI
您将获得的技能: MLOps（机器学习运营）, 机器学习, 数据管道, 模型评估, 持续部署, 功能工程, 云部署, 数据质量, 应用机器学习, Model Evaluation, Data Validation, 数据验证, 数据预处理, 持续监测, 调试, 模型部署
总之，以下是 10 最受欢迎的 applied statistics 课程
- 面向工程师和科学家的 MATLAB 编程: Vanderbilt University
- Essential Mathematics for Computer Science: University of London
- 学习数据科学的 SQL 基础知识: University of California, Davis
- 数据科学基础：Python 中的 K 均值聚类: University of London
- Craft Dashboards & Summaries: Coursera
- Training, Evaluating, and Monitoring Machine Learning Models: Coursera
- Geometry and Calculus for Computing: University of London
- Discrete Math for Computer Science - Algorithms & Recursion: The Hong Kong University of Science and Technology
- 中级汉语学习者的汉语普通话：第 1 部分: Shanghai Jiao Tong University
- Data Science 和 AI 的概率基础: University of Colorado Boulder
