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: Risk Analysis, Data-Driven Decision-Making, Strategic Decision-Making, Decision Making, Business Risk Management, Business Analysis, Analytical Skills, Complex Problem Solving, Microsoft Excel, Business Strategy, Probability, Quantitative Research, Mathematical Modeling
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Markov Model, Reliability, Simulations, Applied Mathematics, Statistical Analysis, Regression Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Hypothesis Testing, A/B Testing, Data-Driven Decision-Making, Customer Analysis, Statistical Methods, Market Research, Statistical Analysis, Business Analytics, Probability & Statistics, Statistical Inference, Data Analysis, Descriptive Statistics, Microsoft Excel, Data Analysis Software, Spreadsheet Software
初级 · 课程 · 1-4 周

Pragmatic AI Labs
初级 · 课程 · 1-4 周

初级 · 课程 · 1-3 个月
University of Washington
您将获得的技能: 概率与统计, 监督学习, 人工神经网络, 数学建模, 递归神经网络 (RNN), 生理学, 微分方程, 计算思维, 应用数学, 强化学习, 网络模型, Matlab, 线性代数, 生物学, 机器学习算法
初级 · 课程 · 1-3 个月

Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
中级 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Data Mining, Statistical Modeling, Risk Modeling, R Programming, Data Manipulation, Business Analytics, Data Analysis, Decision Tree Learning, Data Preprocessing, Data Cleansing, Probability & Statistics, Transaction Processing, Applied Machine Learning, Machine Learning
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Surveys, Survey Creation, User Feedback, Case Studies, Data Quality, Research Design, User Research, Data Collection, Qualitative Research, Sampling (Statistics)
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: 案例研究, 抽样(统计), 样本量的确定, 概率, 科学方法, 相关性分析, 演绎推理
初级 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Computational Logic, Engineering Calculations, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Analytical Skills, Bayesian Statistics, Differential Equations, Programming Principles, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics
初级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, 业务规划, 市场动态, 统计假设检验, 抽样(统计), 银行业, 财务系统, 银行条例, 商业分析, 国际金融, 数据驱动决策, 数据展示, 统计推理, 经济学, 财务政策, 统计分析, 商业经济学, 同行评审, 描述性统计, 供应与需求
攻读学位
初级 · 专项课程 · 3-6 个月