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 Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
★ 4.6 (16) · 初级 · 课程 · 1-4 周

您将获得的技能: Credit Risk, Financial Statement Analysis, Risk Modeling, Working Capital, Financial Analysis, Financial Modeling, Portfolio Risk, Lending and Underwriting, Financial Data, Risk Management, Risk Analysis, Bank Regulations, Analysis, Cash Flows, Income Statement, Balance Sheet, Regulatory Compliance, Business Metrics, Financial Statements, Bankruptcies
★ 4.6 (43) · 初级 · 专项课程 · 1-3 个月

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
★ 4.6 (21) · 初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数学建模, 微积分, 估算, 工程分析, 物理学, 工程计算, 模拟, 机械工程, 材料科学, 热管理, 化学工程
★ 4.5 (116) · 高级设置 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Probability & Statistics, Text Mining, Statistical Analysis, Probability Distribution, Data Analysis, Network Analysis, Exploratory Data Analysis, Feature Engineering, Data Structures, Unstructured Data, Data Cleansing, Data Preprocessing, Natural Language Processing
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 数据转换, Pandas(Python 软件包), 统计分析, 时间序列分析和预测, 模型评估, Jupyter, 统计方法, 数据预处理, 预测建模, 降维, 预测, 应用机器学习, 无监督学习, 深度学习, Model Evaluation
★ 4.5 (144) · 中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Data Ethics, Data Literacy, Data Analysis, Tableau Software, Data Integrity, Statistical Methods, Stakeholder Communications, Responsible AI, Small Data, Decision Making, Stakeholder Analysis, Key Performance Indicators (KPIs), Big Data, Sampling (Statistics), Data Sharing, Spreadsheet Software, Verbal Communication Skills, Solution Design, Root Cause Analysis
★ 4.7 (66) · 初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 统计分析, 概率与统计, 数据收集, 统计方法, 抽样(统计), 样本量的确定, 统计软件, 调查, 定量研究, 概率, 网络分析
★ 4.3 (110) · 初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming
初级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, LangChain, Large Language Modeling, Vision Transformer (ViT), ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Model Deployment, OpenAI API, Google Cloud Platform, Open Source Technology, Embeddings, Machine Learning, Python Programming, Probability & Statistics
中级 · 专项课程 · 1-3 个月

您将获得的技能: MongoDB, Restful API, API Design, NoSQL, Database Development, Node.JS, Query Languages, Database Management, Distributed Computing, Database Design, Database Architecture and Administration, Performance Tuning, Data Architecture, Scalability, Data Modeling, Data Validation
★ 4.7 (63) · 中级 · 课程 · 1-4 周