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: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Data Collection, Machine Learning Algorithms, Convolutional Neural Networks, Model Deployment, Transfer Learning, Hugging Face
状态：免费试用您将获得的技能: Excel Macros, Dashboard, Forecasting, Microsoft Copilot, Microsoft Excel, Workflow Management, UI Components, Visual Basic (Programming Language), Data Analysis Expressions (DAX), User Interface (UI), Automation, Debugging, Scenario Testing, Programming Principles
状态：免费试用CertNexus
您将获得的技能: 企业战略, 负责任的人工智能, 商业道德, 战略思维, 合规管理, 决策, 人工智能, 监管合规, 分析技能, 道德标准与行为, 技术战略, 信息隐私, 商业分析, 数据伦理
状态：预览Universidad de los Andes
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Data Analysis, Regression Analysis, Sampling (Statistics), Statistical Analysis, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference
状态：预览National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
Coursera
您将获得的技能: 应用编程接口 (API), LLM 申请, 生成式人工智能, 自然语言处理, 文本挖掘, Jupyter, Python 程序设计, 云 API, 分类算法, Google 云端平台
状态：免费试用Fractal Analytics
您将获得的技能: 管理, 个人身份信息, 负责任的人工智能, Data Governance, 解决复杂问题, 数据伦理, 信息隐私, 人工智能, 道德标准与行为, 数据安全, 批判性思维, AI 安全
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
您将获得的技能: Google Analytics, Ad Hoc Reporting, Management Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
状态：预览University of Michigan
您将获得的技能: 法律, 社会影响, 大型语言模型, 负责任的人工智能, 生成式人工智能, 商业道德, ChatGPT, 文科, 文化, 人工智能, 数据伦理, Prompt Engineering, 商业经济学, 机器学习, 知识产权
状态：预览National Taiwan University
您将获得的技能: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Verification And Validation
Universidad de los Andes
您将获得的技能: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics
总之，以下是 10 最受欢迎的 data mining 课程
- Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
- Automation & Advanced Techniques with Copilot in Excel: Microsoft
- 将道德框架转化为可行步骤: CertNexus
- Fundamentos de estadística aplicada: Universidad de los Andes
- 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
- 使用 Vertex AI 生成人工智能：构建客户聊天机器人: Coursera
- 负责任的人工智能--原则与伦理考量: Fractal Analytics
- Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
- Custom Reports in Google Analytics: Coursera
- 生成式人工智能要点：概述和影响: University of Michigan
