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。

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Time Series Analysis and Forecasting, R Programming, Statistical Analysis, Statistical Software, Forecasting, Statistical Modeling, Data Analysis, Statistical Methods, Statistical Visualization, Data Presentation, Probability & Statistics, Model Evaluation, Statistical Hypothesis Testing
中级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Model Evaluation, Statistical Methods, Logistic Regression, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Classification Algorithms, Regression Analysis, Statistical Analysis, Applied Machine Learning, Data Science, Probability & Statistics, Dimensionality Reduction, Statistical Hypothesis Testing, Feature Engineering
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Land Management, Supply Chain, Food and Beverage, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Supply Chain Management, Supply And Demand, Production Management, Environment and Resource Management, Market Dynamics, Technology Solutions, Consumer Behaviour
中级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: 数据结构, Algorithm, 理论计算机科学, 数据访问, 图论, 文件输入/输出, 数据存储技术, 性能调整
高级设置 · 课程 · 1-3 个月

New York Institute of Finance
您将获得的技能: 市场机遇, 金融科技, 市场趋势, 市场动态, 金融服务, 利益相关者分析, 金融, 金融市场, 市场分析, 投资, 风险模型, 供应链
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Nutritional Assessment, Data Cleansing, Data Analysis
中级 · 专项课程 · 3-6 个月

Queen Mary University of London
您将获得的技能: 统计, 数据收集, 描述性统计, 数据分析, 统计假设检验, 定量研究, 创建调查, 数据预处理, 研究设计, 研究方法, 研究报告, 统计分析
初级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: Algorithm, 运筹学, 应用数学, 理论计算机科学, 计算思维, 图论, 线性代数
中级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: R 语言程序设计(中文版), 数据转换, 统计建模, 数据质量, R(软件), STATA (软件), 抽样(统计), 数据分析, 数据清理, 统计方法, 回归分析, 统计软件, 统计分析
混合 · 课程 · 1-3 个月