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：免费试用您将获得的技能: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Application Programming Interface (API), Relational Databases
您将获得的技能: Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Analysis, Supervised Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Data Science, Predictive Modeling, Feature Engineering, Data Mining, Machine Learning, Bayesian Statistics, Probability & Statistics
状态：新状态：预览Northeastern University
您将获得的技能: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting
状态：新
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Machine Learning Methods, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Machine Learning Algorithms, Algorithms
状态：预览Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Data Literacy, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Integrity, Information Privacy, Informed Consent, Ethical Standards And Conduct, Algorithms
状态：免费试用Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation
状态：免费试用您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Predictive Modeling, Random Forest Algorithm, Bayesian Statistics
状态：免费试用您将获得的技能: Reinforcement Learning, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Classification And Regression Tree (CART), Supervised Learning, Unsupervised Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, Data Manipulation
状态：预览Yonsei University
您将获得的技能: 数据分析, Machine Learning 方法, 监督学习, 文本挖掘, Java, 无监督学习, 数据清理, 自然语言处理
状态：免费试用University of California, Irvine
您将获得的技能: 数据分析, 分类与回归树 (CART), 相关性分析, 监督学习, 统计分析, 异常检测, 散点图, 预测建模, 无监督学习, 预测分析, 回归分析, 机器学习, 数据挖掘, 欺诈检测, 交叉销售, 市场分析
总之，以下是 10 最受欢迎的 data mining 课程
- Data Science Fundamentals Part 1: Unit 2: Pearson
- Data Analysis with Python: Inform a Business Decision: Coursera
- Classification Analysis: University of Colorado Boulder
- Computation and Visualization for Analytics Part 2: Northeastern University
- Survey of Data Science: Packt
- Association Rules Analysis: University of Colorado Boulder
- Introduction to Data Science: Ball State University
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- Supervised Learning Regression Classification Clustering: Simplilearn
- Intermediate Data Manipulation and Machine Learning: Packt
