数据挖掘课程
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。
热门数据挖掘课程与认证
您将获得的技能: Ggplot2, Tidyverse (R Package), Data Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Manipulation, R (Software)
状态：免费试用CertNexus
您将获得的技能: 利益相关者的参与, Data Governance, 管理, 负责任的人工智能, 道德标准与行为, 组织领导力, 政策制定, 员工参与, 商业道德, 利益相关者管理, 数据伦理, 变革管理, 业务转型, 文化 Transformer, 政策分析, 治理 风险管理与合规, 人力资源政策, 业务领导
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Scatter Plots, Microsoft Excel, Excel Formulas, Data Analysis, Bayesian Statistics
状态：预览University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Model Evaluation, Healthcare Industry Knowledge, Clinical Assessment, Health Informatics, Medical Privacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities
您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
状态：免费试用您将获得的技能: Tableau Software, Data Transformation, Data Integration, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Manipulation, Data Analysis, Data Cleansing, Business Intelligence, Forecasting
状态：免费您将获得的技能: Dashboard, Interactive Data Visualization, Tableau Software, Data Presentation, Data Import/Export, Data Visualization, Data Visualization Software, Business Intelligence, Data Analysis, Data Integration, Data Modeling
状态：新状态：免费试用Microsoft
您将获得的技能: Data Manipulation, Data Cleansing, Data Quality, Data Preprocessing, Tidyverse (R Package), Data Transformation, R Programming, Text Mining, Data Validation, Generative AI, Anomaly Detection
状态：新您将获得的技能: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms
状态：预览您将获得的技能: Information Privacy, Data Governance, Law, Regulation, and Compliance, Personally Identifiable Information, General Data Protection Regulation (GDPR), Data Security, Data Management, Data Architecture, Data Strategy, Data Ethics, Metadata Management, Encryption
状态：免费试用University of California San Diego
您将获得的技能: 机器学习, 分类算法, 分子生物学, 降维, 生物信息学, 生命科学, 无监督学习, 数据分析软件, 应用机器学习, 数据挖掘, 数据预处理
您将获得的技能: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
总之，以下是 10 最受欢迎的 data mining 课程
- Data Visualization using dplyr and ggplot2 in R: Coursera
- 创建并领导以数据为导向的道德组织: CertNexus
- Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
- Data Augmented Technology Assisted Medical Decision Making : University of Michigan
- Data Analysis in R: Predictive Analysis with Regression: Coursera
- Mastering Advanced Data and Analytics Features in Tableau: SkillUp
- Multi-Table data analysis with Tableau: Customer Analysis: Coursera
- Data Manipulation and Cleaning in R: Microsoft
- Google BigQuery for Data and ML Engineers: Pearson
- IBM Data Privacy for Information Architecture: IBM
