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

University of London
您将获得的技能: 机器学习, 无监督学习, 数据分析, 概率与统计, Python 编程, 数据可视化, Pandas(Python 软件包), 数据操作, 数据科学, 统计资料, Matplotlib, 描述性统计, NumPy, 机器学习算法
初级 · 课程 · 1-3 个月

您将获得的技能: Supplier Performance Management, Vendor Contracts, Supplier Relationship Management, Risk Analysis, Root Cause Analysis, Contract Management, Contract Compliance, Corrective and Preventive Action (CAPA), Strategic Sourcing, Continuous Improvement Process, Risk Management, Procurement, Service Level Agreement, Performance Analysis, Generative AI Agents, Key Performance Indicators (KPIs), Prompt Engineering
中级 · 课程 · 1-3 个月

Saïd Business School, University of Oxford
您将获得的技能: Intellectual Property, Media Production, Responsible AI, Regulation and Legal Compliance, Large Language Modeling, AI Product Strategy, Data Ethics, Media Strategy, Journalism, AI Workflows, Compliance Management, Artificial Intelligence, Digital Content, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Business Strategy, Digital Transformation, Digital Advertising, Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: 数据分析, 数据可视化, 统计方法, 统计假设检验, 预测, 概率, Microsoft Excel, 统计分析, 回归分析, 预测建模, 统计资料, 概率分布, 描述性统计
中级 · 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

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

混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: Transfer Learning, Computer Vision, Image Analysis, Data Cleansing, Data Pipelines, Data Transformation, Data Manipulation, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 课程 · 1-4 周

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