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 Washington
您将获得的技能: Python 程序设计, Algorithm, 数据操作, 数据库, 数据处理, 数据流, 可扩展性, 关系数据库, NoSQL, 大数据, 数据分析, 云计算, Apache Spark, 分布式计算, SQL, Query 语言, 数据科学, 数据库系统, Apache Hadoop, 图论
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：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
状态：免费试用您将获得的技能: Python 程序设计, 招聘, 商业研究, 沟通, 工作分析, 数据分析, 专业发展, 专业网络, 面试技巧, 写作, 数据科学, 解决问题, 投资组合管理, 公司名称, 演讲
状态：免费试用Arizona State University
您将获得的技能: Computational Thinking, Data Strategy, Small Data, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Integration, Data Management, Data-Driven Decision-Making, Data Collection
状态：免费试用您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
Coursera
您将获得的技能: Jupyter, Microsoft Excel, Spreadsheet Software, Project Schedules, Data Import/Export, Data Visualization Software, Python Programming, Email Automation, Data Literacy, Data Structures, Data Manipulation
状态：免费试用Johns Hopkins University
您将获得的技能: 数据导入/导出, R 语言程序设计（中文版）, 数据操作, 散点图, 数据整理, Rmarkdown, 统计可视化, Ggplot2, Tidyverse（R 软件包）, 统计报告, 数据可视化软件, 数据可视化, 柱状图
状态：免费试用您将获得的技能: PySpark, Data Pipelines, Apache Spark, Dashboard, Data Processing, Real Time Data, Data Visualization, Natural Language Processing, Distributed Computing, Data Transformation, Deep Learning, Performance Tuning
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: Model Deployment, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Workflow Management, Extract, Transform, Load, Data Transformation, PySpark, Tensorflow, Apache Kafka, Apache Spark, Dashboard, Apache Airflow, Data Import/Export, Data Processing, Unstructured Data, Data Warehousing, Big Data
您将获得的技能: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis, Python Programming
总之，以下是 10 最受欢迎的 data mining 课程
- 大规模数据处理：系统与算法: University of Washington
- Python Fundamentals and Data Science Essentials: Packt
- Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
- 数据科学家职业指南和面试准备: IBM
- Dark Data Basics - Understanding the Unknown: Arizona State University
- NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
- Use Python for Non-Data Role: Coursera
- 开始使用 R 进行数据可视化: Johns Hopkins University
- Data Streaming and NLP with PySpark: Edureka
- Linear Regression Modeling for Health Data: University of Michigan
