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。

SkillUp
您将获得的技能: 高级分析, 仪表板, 交互式数据可视化, 数据分析, Tableau 软件, 数据整合, 数据叙事, 数据共享, 数据访问, 性能调整, Transact-SQL, 数据可视化软件, 数据建模, 数据可视化
中级 · 课程 · 1-4 周

Meta
您将获得的技能: 预测, 营销分析, 销售流程, 营销预算, 客户洞察, 投资回报, 营销, 营销策略, 回归分析, 数据分析, 目标受众, 营销渠道, A/B 测试, 营销效果
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Computational Thinking, Data Strategy, Small Data, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Integration, Data Management, Data-Driven Decision-Making, Data Collection
初级 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
混合 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Financial Statement Analysis, Financial Analysis, Business Analytics, Regression Analysis, Business Valuation, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Cash Flows, Balance Sheet, Income Statement, Working Capital, Competitive Analysis, International Finance, Business Economics, Economics, Market Dynamics, Business Planning
中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Data Wrangling, Analytical Skills, Data Analysis, Data Preprocessing, Data Cleansing, Generative AI, ChatGPT, Data Visualization Software, Jupyter, Statistical Analysis, Artificial Intelligence, Data Collection, Data Management, GitHub, Technical Support, Git (Version Control System), Integrated Development Environments
初级 · 课程 · 1-4 周

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Computational Thinking, Computer Programming, Computer Science, Data Storage
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Google Cloud Platform, Dataflow, Data Pipelines, Real Time Data, Data Lakes, Data Processing, Dashboard, Data Warehousing, Tensorflow, Data Preprocessing, Apache Spark, Big Data, Data Infrastructure, Cloud Storage, Data Storage, Query Languages, Scripting Languages, PySpark, Extract, Transform, Load
中级 · 专项课程 · 3-6 个月

Meta
您将获得的技能: 数据持久性, 还原式 API, 数据库, 数据库管理, 移动开发, API 设计, JSON, Kotlin, SQL, Android Studio, 网络应用, 安卓开发
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据管道, 数据清理, 数据处理, 数据收集, 数据迁移, 云存储, Data Governance, 数据整合, 数据分析, 云安全, 数据管理, SQL, 云计算, 数据转换, 摘录, 数据可视化
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Service Level, Database Management, Acceptance Testing, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Prototyping, Predictive Modeling, Big Data
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高级设置 · 专项课程 · 1-3 个月