概率分布课程可以帮助您了解正态分布、二项分布和泊松分布,以及它们在统计学和数据分析中的应用。您可以掌握解释数据、计算概率以及根据统计模型做出明智预测的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持可视化分布和执行模拟,帮助您将这些概念应用到风险评估和决策等实际场景中。

Coursera
您将获得的技能: Interactive Design, Canva (Software), Layout Design, Digital Design, Information Architecture, Browser Compatibility, Graphic and Visual Design, Typography, Design Strategies, Color Theory, Design Elements And Principles, Quality Assurance
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计分析, 机器学习, 探索性数据分析, 数据建模, 预测建模, 分类与回归树 (CART), 数据预处理, 抽样(统计), 数据分析, Rmarkdown, R 程序设计, 回归分析, Tidyverse(R 软件包), 统计推理, Model Evaluation, 概率与统计, 统计建模, 统计假设检验, 统计方法, 模型评估
★ 4.7 (10) · 混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: 生成式人工智能, 技术交流, Prompt Engineering, Transfer Learning, 大型语言建模, 抽样(统计), 及时工程, ChatGPT, OpenAI, 人工智能个性化, 法学硕士申请, 迁移学习, 情境管理
★ 4.8 (14) · 中级 · 课程 · 1-4 周

Edureka
您将获得的技能: 统计分析, 机器学习算法, Scikit Learn(机器学习库), 机器学习, 预测建模, 商业分析, 应用机器学习, NumPy, 数据预处理, 大数据, 数据分析, 逻辑回归, 预测分析, 统计方法, Python 编程, Pandas(Python 软件包), 数据操作
中级 · 课程 · 1-3 个月
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
初级 · 课程 · 1-4 周

您将获得的技能: Statistical Methods, Sample Size Determination, Data Preprocessing, Record Keeping
★ 5 (7) · 初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Pivot Tables And Charts, Data Analysis, Data Preprocessing, Exploratory Data Analysis, Python Programming, Probability & Statistics, Data Import/Export
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Hypothesis Testing, Logistic Regression, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Probability & Statistics, Data Literacy, Data Science
★ 4.6 (14) · 中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Statistical Inference, Sampling (Statistics), Descriptive Statistics, Probability Distribution, Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Microsoft Excel, Statistical Visualization, Graphing, Influencing
初级 · 课程 · 1-3 个月

L&T EduTech
您将获得的技能: Pump Stations, Blueprint Reading, Process Flow Diagrams, Hydraulics, Building Services Engineering, Engineering Drawings, Safety Standards, Structural Analysis, System Requirements, Engineering Calculations, Technical Standard
★ 4.8 (16) · 中级 · 课程 · 1-4 周

您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
★ 4.7 (15) · 混合 · 课程 · 1-4 周