数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Database Design, Theoretical Computer Science, Pseudocode, Query Languages, Computer Programming, Computer Science, Data Storage
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 生成式人工智能, 负责任的人工智能, Prompt Engineering, 数据伦理, 雪花模式, 机器学习, 数据管道, 情境管理, Query 语言, 数据仓库, 生成模型架构, 人工智能和机器学习(AI/ML), 数据库设计, 原型设计, 提示模式, 深度学习, 星形模式, AI 工作流程, ChatGPT, 摘录
中级 · 专项课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Matplotlib, A/B Testing, Box Plots, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming
初级 · 专项课程 · 1-4 周

LearnQuest
您将获得的技能: 数据架构, 数据整合, 雪花模式, 云存储, Query 语言, 数据存储, 数据库设计, 元数据管理, 数据仓库, 星形模式, 数据库架构与管理, Data Mart, 摘录
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: C (Programming Language), Data Structures, Application Security, System Programming, Programming Principles, Performance Tuning
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 数据安全, 数据伦理, 系统设计与实施, 数字扫盲, 软件开发工具, 信息隐私, 技术战略, 计算机扫盲, 信息技术, 系统开发, 安全和安保, 网络安全
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Microsoft Excel, Excel Formulas, Business Mathematics, Power BI, Data Analysis, Pivot Tables And Charts, Data Transformation, Timelines, Data Cleansing, Data Management
初级 · 课程 · 1-4 周

Starweaver
您将获得的技能: Data Storytelling, Active Listening, Non-Verbal Communication, Business Writing, Sales Presentation, Concision, Sales Strategy, Copywriting, Writing, Cultural Sensitivity, Persuasive Communication, Interpersonal Communications, Business Correspondence, Customer Relationship Management (CRM) Software, Emotional Intelligence, Verbal Communication Skills, Storytelling, Communication Strategies, Communication, Marketing Communications
中级 · 专项课程 · 1-3 个月

University of California, Davis
您将获得的技能: JSON, 面向对象编程(OOP), AJAX, 调试, Javascript, 网络开发工具, 事件驱动编程, Javascript 和 jQuery, Data Validation
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Dashboard, Kibana, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, Data Presentation, System Monitoring, Web Analytics, Exploratory Data Analysis, Data Visualization Software, Trend Analysis, Data Analysis, Automation, Business Intelligence, Data Wrangling, Retail Sales, Scripting, Devops Tools, Python Programming, Data Science
初级 · 专项课程 · 1-4 周

SkillUp
您将获得的技能: Data Migration, Data Integration, Enterprise Architecture, Data Management, Data Infrastructure, Data Pipelines, Data Integrity, Data Storage
高级设置 · 课程 · 1-3 个月