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。

LearnQuest
您将获得的技能: 数据持久性, UI 组件, JSON, 数据库应用, Swift 编程, Network Protocol(网络协议, 数据建模, 应用编程接口 (API), 数据访问, 移动开发, 苹果 iOS, 调试, 用户界面(UI), 核心数据(软件), 模型-视图-控制器
高级设置 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Pandas (Python Package), Data Import/Export, Data Visualization Software, Data Visualization, Microsoft Excel, NumPy, Time Series Analysis and Forecasting, Data Analysis, Data Manipulation
高级设置 · 课程 · 1-3 个月

您将获得的技能: MySQL Workbench, MySQL, Database Management Systems, Database Management, Data Manipulation, Data Management, SQL, Databases, Query Languages, Data Integration, Data Science
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Cryptography, Data Security, Encryption, Authorization (Computing), General Data Protection Regulation (GDPR), Secure Coding, Public Key Infrastructure, Authentications, Identity and Access Management, Web Development, Application Security, Web Applications, Multi-Factor Authentication, Security Strategy
初级 · 课程 · 1-4 周

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

University of Maryland, College Park
您将获得的技能: Data Storytelling, Data Visualization, Digital Transformation, Data Presentation, Data-Driven Decision-Making, Business Transformation, Presentations, Data Literacy, Decision Making, Dashboard, Business Analytics, Strategic Decision-Making, Customer Engagement, Analytics, Business Intelligence, Customer experience strategy (CX), Data Strategy, Case Studies, Leadership, Stakeholder Communications
初级 · 专项课程 · 3-6 个月

您将获得的技能: Oracle Cloud, Oracle Databases, Data Migration, Data Lakes, Database Architecture and Administration, NoSQL, MySQL, Data Security, Analytics, Machine Learning Methods, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Storage Technologies, Data Processing, Distributed Computing, Data Analysis Expressions (DAX), Data Storage, Data Transformation, SQL, Data Manipulation, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Governance, Data Ethics, Incident Response, Data Security, Accountability, Compliance Management, Data Processing, Data Sharing, Data Access, Regulatory Requirements, Compliance Reporting, Informed Consent
中级 · 课程 · 1-3 个月
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistical Reporting, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, Research, R Programming, Data Presentation, Surveys, Data Collection, Data Ethics
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Data Visualization, Data Visualization Software, Statistical Visualization, Data Preprocessing, Box Plots, Anomaly Detection, Heat Maps, Plotly, Exploratory Data Analysis, Python Programming
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 微软 Azure, 数据管道, MLOps(机器学习 Operator), 数据库, 机器学习, Virtual Machine, 监督学习, 回归分析, Scikit-learn (机器学习库), 分类算法, 无监督学习, 模型部署, 应用机器学习, 人工智能和机器学习(AI/ML), 模型评估, 负责任的人工智能, 预测建模
中级 · 课程 · 1-4 周