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。

Universiteit Leiden
您将获得的技能: 探索性数据分析, 数据收集, 描述性统计, 数据伦理, 数据分析, 回归分析, R 程序设计, 统计报告, 统计推理, 统计假设检验, 逻辑回归, 概率与统计, 数据清理, 统计建模, 统计方法
★ 4.6 (45) · 初级 · 课程 · 1-3 个月

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

Alberta Machine Intelligence Institute
您将获得的技能: Jupyter, 机器学习算法, Scikit Learn(机器学习库), 监督学习, 机器学习, 功能工程, 分类算法, 应用机器学习, 数据预处理, 数据处理, 决策树学习, 回归分析, Model Evaluation, 工艺优化, 性能分析, Python 编程, 业务解决方案, 模型评估
★ 4.7 (417) · 混合 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 统计分析, 实验, 回归分析, 研究设计, 数学建模, Model Evaluation, 统计建模, 统计方法, 模型评估, 分析
★ 4.7 (67) · 中级 · 课程 · 1-4 周

您将获得的技能: Customer Service, Advertising, Market Research, Value Propositions, Brand Management, Customer Relationship Management, Target Market, Marketing Communications, Logistics, Customer Insights, Supply Chain Management, Sales Management, B2B Sales, Marketing Strategies, Selling Techniques, Competitive Analysis, Communication
★ 4.9 (15) · 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

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Data Processing, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming
★ 4.4 (18) · 初级 · 课程 · 1-4 周

S.P. Jain Institute of Management and Research
您将获得的技能: Product Strategy, Marketing Management, Target Market, Consumer Behaviour, Product Lifecycle Management, Strategic Marketing, Brand Strategy, Marketing Strategies, Marketing Communications, Market Share, Integrated Marketing Communications, Marketing Channel, Competitive Analysis
★ 4.8 (33) · 初级 · 课程 · 1-3 个月

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
★ 4.4 (8) · 初级 · 课程 · 1-3 个月

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

您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
★ 4.3 (189) · 中级 · 课程 · 1-4 周