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Fractal Analytics
您将获得的技能: AI Enablement, Business Leadership, Strategic Leadership, Responsible AI, Business Strategy, Generative Adversarial Networks (GANs), Data Strategy, Business Transformation, Strategic Decision-Making, Organizational Effectiveness, Deep Learning, Artificial Intelligence, Organizational Development, Human Centered Design, Data Quality, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct
状态：免费试用Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
状态：预览Johns Hopkins University
您将获得的技能: Version Control, GitHub, Git (Version Control System), Data Transformation, Data Science, Data Analysis, R (Software), Data Processing, R Programming, Rmarkdown, Software Installation, Command-Line Interface
状态：预览Board Infinity
您将获得的技能: Responsible AI, LLM Application, Model Evaluation, Scripting, Debugging
状态：免费试用Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
状态：免费您将获得的技能: Python 程序设计, 数据分析, 嵌入, 文本挖掘, 数据操作, 应用程序开发, OpenAI 应用程序接口, 降维, 应用编程接口 (API), OpenAI, 探索性数据分析
状态：预览University of Leeds
您将获得的技能: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, R (Software), Data Collection, Statistical Inference, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Data Visualization Software
状态：免费The Chinese University of Hong Kong
您将获得的技能: SPSS, Model Evaluation, Statistical Modeling, Regression Analysis, Statistical Analysis, Quantitative Research, Social Sciences, Correlation Analysis, Exploratory Data Analysis, Data Manipulation, Data Analysis Software
状态：免费您将获得的技能: Dashboard, Data Visualization, Interactive Data Visualization, Data Presentation, Tableau Software, Data Visualization Software, Exploratory Data Analysis, Business Intelligence, Data Analysis
您将获得的技能: Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Machine Learning, Bayesian Statistics, Data Analysis
状态：免费试用您将获得的技能: Data Storytelling, Data Cleansing, Rmarkdown, Data Presentation, Data Visualization, Analytical Skills, Tableau Software, Dashboard, Stakeholder Communications, Data Literacy, Data Integrity, Case Studies, Data Analysis, Spreadsheet Software, Data Ethics, Ggplot2, Data Visualization Software, Data-Driven Decision-Making, Data Validation, Database Management
Coursera
您将获得的技能: 营销材料, 写作与编辑, 目标受众, 文案写作, 价值主张, 产品知识, 用户研究, ChatGPT, 营销传播, Prompt Engineering
总之，以下是 10 最受欢迎的 data mining 课程
- Successful AI Strategies: A CEO's Perspective: Fractal Analytics
- Linear Regression: Illinois Tech
- مجموعة أدوات عالم البيانات: Johns Hopkins University
- Generative AI: Prompt Engineering Basics: Board Infinity
- Basic Principles of Geostatistical Geospatial Modeling: Case Western Reserve University
- 产品评论 基于文本的搜索 - OpenAI 文本 Embedding: Coursera
- Statistical Methods: University of Leeds
- Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
- Dynamic Dashboards with Tableau: Advanced Sales Analysis: Coursera
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
