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: Data Visualization, Gemini, Spreadsheet Software, Data Analysis, Trend Analysis, Data-Driven Decision-Making, Big Data, Artificial Intelligence, Generative AI, Responsible AI
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Large Language Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Database Management, Business Reporting, Query Languages, Performance Reporting, GitHub, Version Control, Performance Tuning, Jupyter
初级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 算法, 模型评估, 统计方法, 数据结构, 机器学习算法, 应用机器学习, 无监督学习, 数据可视化, 数据挖掘
混合 · 课程 · 1-3 个月

Eindhoven University of Technology
您将获得的技能: 业务流程建模, 模型评估, 验证和确认, 数据驱动决策, 实时数据, 数据科学, 性能分析, 业务流程管理, 流程改进, 工艺优化, 数据处理, 数据挖掘, 业务流程, 过程分析, 运行分析
中级 · 课程 · 1-3 个月

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
中级 · 专项课程 · 3-6 个月

Clemson University
您将获得的技能: Dimensionality Reduction, Model Evaluation, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Data Preprocessing, Statistical Methods, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Machine Learning
攻读学位
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 交互式数据可视化, 统计分析, 统计推理, 模型评估, R 程序设计, 统计建模, 概率与统计, GitHub, Plotly, 闪亮(R 套件), 统计机器学习, 回归分析, 探索性数据分析, 机器学习算法, 数据展示, 机器学习, 预测建模, Rmarkdown, 数据可视化
中级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Big Data, Data Analysis, Applied Machine Learning, Statistical Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning, Regression Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Data Ethics, Data Literacy, Data Analysis, Tableau Software, Data Integrity, Statistical Methods, Stakeholder Communications, Responsible AI, Small Data, Decision Making, Stakeholder Analysis, Key Performance Indicators (KPIs), Big Data, Sampling (Statistics), Data Sharing, Spreadsheet Software, Verbal Communication Skills, Solution Design, Root Cause Analysis
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Machine Learning Methods, Statistical Modeling, Applied Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Machine Learning, Data Mining
中级 · 专项课程 · 3-6 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月