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。

您将获得的技能: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Windows Servers, Network Troubleshooting
初级 · 专项课程 · 3-6 个月

University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Plot (Graphics), Data Visualization Software, Data Visualization, Tableau Software, Spatial Analysis, Visualization (Computer Graphics), Statistical Visualization, Network Model, Dashboard, Matplotlib, Infographics, Heat Maps, Seaborn, Geospatial Information and Technology, Time Series Analysis and Forecasting, Network Analysis, Geospatial Mapping
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中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 人工智能, Data Governance, 商业策略, 负责任的人工智能, AI 赋能, 数据伦理, 机器学习, 管理, 业务转型, 大数据, 创新, 数据安全, AI 产品战略
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 面向对象编程(OOP), Java 编程, 图论, 数据结构, Algorithm, Networking 路由器, 面向对象设计, 应用程序开发, 计算思维, 理论计算机科学, 可维护性, Java, 软件设计
中级 · 课程 · 1-3 个月

您将获得的技能: 数据叙事, 交互式数据可视化, Python 程序设计, 数据可视化软件, 负责任的人工智能, 统计分析, 数据操作, 生成式人工智能, 数据清理, 数据分析, Prompt 工程工具, 数据伦理, 数据处理, 仪表板, Query 语言, OpenAI, 分析
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Big Data, Tensorflow, Query Languages, Apache Spark, Real Time Data, Data Migration, SQL, Unstructured Data, Apache Hadoop, Data Warehousing, Applied Machine Learning, Data Processing, Data Infrastructure, Extract, Transform, Load, Cloud Storage
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Performance Tuning, Software Testing, Unit Testing, Application Programming Interface (API), Software Documentation, Web Applications, Test Driven Development (TDD), Node.JS, Debugging, Maintainability, Javascript, Software Architecture, JSON, Real Time Data, Data Transformation
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Database Management Systems, Database Design, Database Architecture and Administration, Database Application, Relational Databases, SQL, Data Modeling, Query Languages, Data Integrity, Data Manipulation, Data Security
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初级 · 课程 · 1-3 个月

您将获得的技能: Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Business Analytics, Power BI, Pivot Tables And Charts, Dashboard, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Scatter Plots, Business Reporting, Trend Analysis, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

您将获得的技能: Dataflow, Google Cloud Platform, Real Time Data, Data Pipelines, Extract, Transform, Load, Data Transformation, Model Deployment, Apache Airflow, Data Import/Export, Big Data, Tensorflow, Data Lakes, Workflow Management, Dashboard, Apache Spark, Data Warehousing, Data Infrastructure, Data Processing, PySpark, Applied Machine Learning
中级 · 专项课程 · 3-6 个月

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
中级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
中级 · 课程 · 1-4 周