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。

Banco Interamericano de Desarrollo
您将获得的技能: Data Storytelling, Data Visualization, Data Governance, Data Collection, Process Improvement, Data Strategy, Process Mapping, Performance Improvement, Data Visualization Software, Data Management, Agile Project Management, Business Intelligence, Data Infrastructure, Data-Driven Decision-Making, Organizational Effectiveness, Organizational Leadership, Business Leadership, Data Literacy, Data Analysis, Business Analytics
初级 · 专项课程 · 1-3 个月

您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
初级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Tableau Software, Data Visualization Software, Interactive Data Visualization, Business Intelligence, Data Presentation, Data Integration, Data Access, Data Analysis, Data Manipulation, Time Series Analysis and Forecasting
初级 · 课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 回归分析, 贝叶斯统计, 统计推理, R 语言程序设计(中文版), 数据建模, 概率与统计, 分析技能, 统计, 微软Excel, R(软件), 概率, 统计可视化, 统计建模, 预测建模, 数据可视化, 数据分析, 统计方法, 概率分布
中级 · 课程 · 1-4 周

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

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月

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

Real Madrid Graduate School Universidad Europea
您将获得的技能: Applied Machine Learning, Image Analysis, Computer Vision, Analytics, Real Time Data, AI Enablement, Reinforcement Learning, Large Language Modeling, Advanced Analytics, Data-Driven Decision-Making, AI Workflows, Machine Learning, Artificial Intelligence, Analysis, Automation, Supervised Learning, Natural Language Processing, Data Presentation, Innovation, Data Collection
初级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Data Transformation, Exploratory Data Analysis, Data Preprocessing, Unsupervised Learning, Dimensionality Reduction
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: 数据操作, 自然语言处理, 数据处理, 绘图(图形), 数据整合, 数据预处理, 预测建模, 非结构化数据, 数据可视化, Matlab, 文本挖掘, 数据清理, 降维, 功能工程, 图像分析, 探索性数据分析
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Performance Tuning, Software Testing, Unit Testing, Software Documentation, Application Programming Interface (API), 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

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