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Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
状态：免费试用您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
状态：免费试用University of California, Irvine
您将获得的技能: 统计分析, 分类算法, 概率与统计, 相关性分析, 散点图, 欺诈检测, 模型评估, 分析, 无监督学习, 预测分析, 回归分析, 机器学习, 数据挖掘, 异常检测, 协作软件, 市场分析
状态：预览Coursera
您将获得的技能: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Pandas (Python Package), Data Wrangling, Data Cleansing, Data Preprocessing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Matplotlib, Machine Learning
您将获得的技能: 生成式人工智能, Python 程序设计, 电子商务, 数据分析, Prompt Engineering, 趋势分析, 数据驱动的决策制定, 探索性数据分析, 销售策略, 产品知识, ChatGPT, OpenAI 应用程序接口, OpenAI
状态：免费试用CertNexus
您将获得的技能: 描述性统计, 统计分析, 概率与统计, 散点图, 数据分析, 数据可视化软件, 功能工程, 数据预处理, 探索性数据分析, 数据可视化, 柱状图, 商业分析, 数据清理
状态：新您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
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: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Data Analysis, Machine Learning Algorithms, Algorithms
您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
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, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing
状态：预览Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
总之，以下是 10 最受欢迎的 data mining 课程
- Data Analysis for Business: Fundação Instituto de Administração
- Exploratory Data Analysis & Core ML Algorithms: Packt
- 聚类分析、关联挖掘和模型评估: University of California, Irvine
- Data Science for Professionals: Coursera
- 使用 OpenAI API 进行数据分析：使用 GenAI 节省时间: Coursera
- 分析数据: CertNexus
- Survey of Data Science: Packt
- Data Analysis with Python: Inform a Business Decision: Coursera
- Association Rules Analysis: University of Colorado Boulder
- Data Analysis with SQL: Inform a Business Decision: Coursera
