数据分析课程可以帮助您学习数据可视化、统计分析和数据清洗技术。您可以培养解读复杂数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Excel、SQL 和 Tableau 等工具,这些工具支持数据分析和结果展示。您还将探索 Regression Analysis 和 A/B Testing 等方法,这些方法对于评估性能和优化策略至关重要。

University of California, Davis
您将获得的技能: 交互式数据可视化, 数据伦理, 数据叙事, 仪表板, 数据扫盲, 数据展示, 数据可视化软件, 数据操作, Tableau 软件, 可视化(计算机制图), 数据导入/导出, 数据可视化
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Decision Support Systems, Strategic Decision-Making, Operational Efficiency, Predictive Modeling, Process Optimization, Business Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Pipelines, Business Intelligence, Data Ethics, Scenario Testing, Forecasting, Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Scikit Learn (Machine Learning Library), Python Programming, Regression Testing
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
初级 · 课程 · 1-4 周

Edureka
您将获得的技能: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
中级 · 专项课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, ChatGPT, Generative AI, LLM Application, Productivity, AI Personalization, AI Enablement, OpenAI, Artificial Intelligence, Large Language Modeling, Anthropic Claude, Expense Management, Productivity Software, Creativity, Verification And Validation, Communication, Planning, Marketing
初级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Data Analysis, Data Processing, Query Languages, Unstructured Data, Data Transformation, Data Cleansing, Scripting
混合 · 课程 · 1-4 周

您将获得的技能: Stakeholder Engagement, Business Intelligence, Stakeholder Communications, Data-Driven Decision-Making, Dashboard, Business Analytics, Real Time Data, Data Integration, Data Modeling, Data Storytelling, Project Design, Data Analysis, Key Performance Indicators (KPIs), Business Process Improvement, Business Process, Project Implementation, Data Pipelines
高级设置 · 课程 · 1-4 周

您将获得的技能: 描述性统计, 统计分析, 统计, 电子表格软件, 数据分析, 预测, 概率, 统计方法, 回归分析, 微软Excel, 预测分析, 数据可视化, 商业分析
中级 · 课程 · 1-3 个月

您将获得的技能: Dashboard, Business Intelligence, Tableau Software, Business Reporting, Data Presentation, Data Visualization Software, Data Visualization, Stakeholder Communications, Interviewing Skills, LinkedIn, Presentations, Performance Improvement, Performance Analysis
高级设置 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 统计分析, 概率与统计, 数据分析, 统计, 分析, 数据操作
中级 · 课程 · 1-3 个月
Rice University
您将获得的技能: 统计推理, 统计分析, 估算, 数据分析, 模型评估, 统计假设检验, 统计方法, 回归分析, 统计建模, 商业分析, 微软Excel
混合 · 课程 · 1-4 周