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
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
状态：免费试用您将获得的技能: 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
状态：新状态：预览Microsoft
您将获得的技能: Data Wrangling, Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures
状态：新状态：预览您将获得的技能: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Warehousing, Amazon S3, Automation, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring
状态：免费试用University of Washington
您将获得的技能: Python 程序设计, 数据科学, 数据库系统, 数据流, 数据库, Apache Spark, Apache Hadoop, 数据处理, 大数据, 可扩展性, 云计算, Algorithm, 分布式计算, NoSQL, 图论, Query 语言, 数据操作, 关系数据库, SQL, 数据分析
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据库, 脚本, Matplotlib, 数据驱动的决策制定, 数据预处理, 数据操作, 数据结构, 数据建模, Pandas（Python 软件包）, Jupyter, NumPy, SQL, 关系数据库, 会计, 数据可视化软件, 数据可视化, 回归分析, Seaborn
状态：免费试用University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
状态：免费试用您将获得的技能: 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
状态：免费试用您将获得的技能: Data Cleansing, Prompt Engineering, Data Processing, Microsoft Excel, Data Manipulation, Microsoft Copilot, Data Preprocessing, Data Quality, Data Transformation, Data Integrity, Data Validation, Data-Driven Decision-Making, Excel Formulas, Data Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: 命令行界面, 分子生物学, 数据管理, 数据处理, Unix, Unix 命令, 生物信息学, 大数据, 文件管理, Linux 命令, 数据分析软件
状态：新状态：免费试用您将获得的技能: Presentations, Prompt Engineering, Responsible AI, Verbal Communication Skills, Sampling (Statistics), Data Storytelling, Spreadsheet Software, Generative AI, Data Analysis
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Collection, Data Processing, Research, Laboratory Techniques, Analysis, Research Design
总之，以下是 10 最受欢迎的 data mining 课程
- Statistics and Data Analysis with R: University of Colorado Boulder
- Data Collection and Root Cause Analysis: SkillUp
- Reshaping Data with tidyr: Microsoft
- AWS Data Automation: Glue & Lambda Integration: Coursera
- 大规模数据处理：系统与算法: University of Washington
- 使用 Python 进行会计数据分析: University of Illinois Urbana-Champaign
- Linear Regression Modeling for Health Data: University of Michigan
- Modeling Time Series and Sequential Data: SAS
- Data Cleaning & Processing with Copilot in Excel : Microsoft
- 基因组数据科学的命令行工具: Johns Hopkins University
