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：新状态：预览Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Probability & Statistics, Text Mining, Statistical Analysis, Probability Distribution, Data Analysis, Network Analysis, Exploratory Data Analysis, Feature Engineering, Data Structures, Unstructured Data, Data Cleansing, Data Preprocessing, Natural Language Processing
状态：新状态：免费试用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
状态：免费试用您将获得的技能: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling
状态：预览SkillUp
您将获得的技能: Data Storytelling, Dashboard, Power BI, Data Visualization, Interactive Data Visualization, Data Analysis, Data Modeling, Data Visualization Software, Data Analysis Expressions (DAX), Star Schema, Data Cleansing, Data Transformation, Data Import/Export, Data Security
状态：免费试用您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
状态：免费试用您将获得的技能: Python 程序设计, 沟通, 数据科学, 专业发展, 演讲, 招聘, 商业研究, 面试技巧, 工作分析, 专业网络, 投资组合管理, 写作, 公司名称, 解决问题, 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：免费试用Johns Hopkins University
您将获得的技能: R 语言程序设计（中文版）, 统计可视化, 数据操作, 数据整理, Ggplot2, 统计报告, Tidyverse（R 软件包）, 柱状图, 数据可视化软件, 数据导入/导出, Rmarkdown, 散点图, 数据可视化
状态：新您将获得的技能: Interoperability, Data Transformation, Secure Coding, Python Programming
Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
总之，以下是 10 最受欢迎的 data mining 课程
- Foundations for Data Analytics Part 2: Northeastern University
- JavaScript Data and Applications: Microsoft
- Mastering Power BI for Data Analytics & Storytelling: Edureka
- Power BI Data Analyst Prep: SkillUp
- Python Fundamentals and Data Science Essentials: Packt
- 数据科学家职业指南和面试准备: IBM
- 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
- 基因组数据科学的命令行工具: Johns Hopkins University
- 开始使用 R 进行数据可视化: Johns Hopkins University
