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
Universidad de los Andes
您将获得的技能: Probability, Probability Distribution, Applied Mathematics, Statistics, Risk Management, Risk Modeling, Combinatorics, Descriptive Statistics
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 统计方法, 统计分析, 统计推理, 概率与统计, 回归分析, 抽样（统计）, 生物统计学, 统计假设检验, 统计
状态：免费试用您将获得的技能: Matplotlib, NumPy, Embeddings, Data Visualization, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Text Mining, Data Science, Data Processing, Applied Machine Learning, Unstructured Data, Markov Model, Data Preprocessing
状态：预览您将获得的技能: Fraud detection, Generative AI, Generative Model Architectures, Responsible AI, Regulatory Requirements, Compliance Management, Governance, Risk Management, Data Ethics, Anomaly Detection, Compliance Auditing, Artificial Intelligence, AI Enablement
您将获得的技能: Pandas (Python Package), Data Manipulation, Jupyter, Exploratory Data Analysis, Python Programming, Computational Logic
状态：免费试用LearnQuest
您将获得的技能: 人工智能, 负责任的人工智能, 道德标准与行为, 人工智能和机器学习（AI/ML）, 机器学习算法, AI 赋能, 预测分析, 模型评估, 数据伦理, 预测建模, 生成式人工智能, Algorithm, 经济学, 机器学习
状态：免费试用University of Colorado Boulder
您将获得的技能: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming
您将获得的技能: Google Analytics, Ad Hoc Reporting, Management Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
状态：免费试用Illinois Tech
您将获得的技能: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts
状态：免费试用New York University
您将获得的技能: Python 程序设计, Scikit-learn （机器学习库）, 决策树学习, 金融服务, 降维, 强化学习, 探索性数据分析, 相关性分析, 金融交易, 机器学习, 回归分析, 投资组合管理, 人工神经网络, 应用机器学习, 无监督学习, 监督学习
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
状态：免费试用Coursera
您将获得的技能: 人工智能, 负责任的人工智能, 员工参与, 战略思维, AI 赋能, 劳动力发展, 数据伦理, 生成式人工智能, 数字化转型, Prompt Engineering
总之，以下是 10 最受欢迎的 data mining 课程
- Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
- 数学生物统计学训练营 2: Johns Hopkins University
- Natural Language Processing with Real-World Projects: Packt
- GenAI for Fraud Detection and Compliance: Coursera
- Where, Why, and How of Lambda Functions in Python : Coursera
- 人工智能算法模型和局限性: LearnQuest
- Network Analysis for Marketing Analytics: University of Colorado Boulder
- Custom Reports in Google Analytics: Coursera
- Introduction to Relational Databases: Illinois Tech
- 金融领域的机器学习基础: New York University
