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。

University of Illinois Urbana-Champaign
您将获得的技能: 逻辑回归, 分析, 数据分析, 非结构化数据, 预测分析, 概率与统计, 自然语言处理, 无监督学习, 数据挖掘, 文本挖掘, 分类算法, 统计方法, 统计分析
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
初级 · 专业证书 · 3-6 个月

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

BITS Pilani
您将获得的技能: Bash (Scripting Language), Relational Databases, User Research, Probability & Statistics, Data Storytelling, Graph Theory, Theoretical Computer Science, Object Oriented Design, Operating Systems, Android Development, Java, Database Design, Encryption, Bioinformatics, Amazon Web Services, Feature Engineering, Algorithms, TCP/IP, Version Control, Data Structures
获得学位
学位 · 1-4 年

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

Kennesaw State University
您将获得的技能: 团队管理, 概率, 流程制图, 统计资料, 抽样(统计), 概率与统计, 回归分析, 流程改进, 团队建设, 探索性数据分析, 质量改进, 业务流程, 绩效衡量, 精益六西格玛, 过程分析, 数据收集, 统计方法, 加工能力, 统计分析, 六西格玛方法
中级 · 课程 · 1-3 个月

University of Toronto
您将获得的技能: 计算机视觉, 软件架构, 嵌入式软件, 控制系统, 安全保障, 模拟, 安全标准, 自动化, 硬件架构, 机器人, 数学建模, 系统架构, 全球定位系统
高级设置 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

Pragmatic AI Labs
您将获得的技能: Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Microsoft Copilot, Model Evaluation, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, Authentications, Prompt Patterns, AI Security, Generative AI, Security Controls, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Data Analysis Expressions (DAX), Power BI, Data Visualization, Key Performance Indicators (KPIs), Data Transformation, Data Literacy, Presentations, Data Synthesis, Usability Testing, Microsoft PowerPoint, Star Schema, Data Integration, Microsoft Excel, Business Intelligence, Data Manipulation, Data Visualization Software, Data Cleansing
初级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: 抽样(统计), 案例研究, 演绎推理, 概率, 相关性分析, 样本量的确定, 科学方法
初级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 机器学习, 概率分布, 非结构化数据, 贝叶斯统计, 无监督学习, 统计机器学习, 机器学习算法, 可扩展性, 统计建模, 数据挖掘, 分布式计算, 文本挖掘, 算法, 统计推理, 应用机器学习, Algorithm, 数据结构
混合 · 课程 · 1-3 个月