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
您将获得的技能: Pandas (Python Package), Data Manipulation, Jupyter, Exploratory Data Analysis, Python Programming, Computational Logic
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：预览Universidade de São Paulo
您将获得的技能: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Graph Theory, Exploratory Data Analysis, Environmental Science, Data Analysis, R Programming, Data Science, Mathematical Modeling
状态：免费试用您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
您将获得的技能: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2
状态：免费试用New York Institute of Finance
您将获得的技能: Python 程序设计, 张力流, 市场趋势, 时间序列分析和预测, 深度学习, 机器学习, 金融交易, 数据管道, 模型评估, 统计机器学习, 应用机器学习, 预测建模, 金融市场, Keras（神经网络库）, 技术分析, 证券交易
状态：免费试用University of Glasgow
您将获得的技能: Data Mining, Deep Learning, Clinical Data Management, Health Informatics, Model Evaluation, Responsible AI, Applied Machine Learning, Machine Learning, Artificial Intelligence, Recurrent Neural Networks (RNNs), Logistic Regression
状态：免费试用University of Michigan
您将获得的技能: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making
状态：预览University of Geneva
您将获得的技能: 数据分析, 市场机遇, 国际关系, 运输业务, 数据综合, 数据质量, 社会学, 劳动合规, 分析技能, 经济发展, 经济学, 统计
Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
状态：免费试用您将获得的技能: Customer Success Management, Generative AI Agents, Customer Service, AI Enablement, Customer Support, Customer experience improvement, AI Personalization, Customer Engagement, Personalized Service, Data Ethics, Automation, Business Ethics, Information Privacy, Systems Integration
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
总之，以下是 10 最受欢迎的 data mining 课程
- Where, Why, and How of Lambda Functions in Python : Coursera
- Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
- Redes Ecológicas: Universidade de São Paulo
- Mastering Advanced Pivot Tables in Excel: Packt
- Building Statistical Models in R: Linear Regression: Coursera
- 在交易和金融中使用机器学习: New York Institute of Finance
- Capstone Assignment - CDSS 5: University of Glasgow
- GIS: Geographic Information Systems for Sustainability: University of Michigan
- 全球统计--用于国际比较的综合指数: University of Geneva
- NLP: Twitter Sentiment Analysis: Coursera
