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：预览The University of Chicago
您将获得的技能: 机器学习算法, Pandas（Python 软件包）, 模型评估, 无监督学习, 张力流, Scikit-learn （机器学习库）, 数据预处理, 统计方法, 降维, Keras（神经网络库）, 监督学习, 深度学习, 回归分析, 机器学习, 随机森林算法, 分类算法, 功能工程, 应用机器学习
状态：免费试用University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
状态：免费试用Duke University
您将获得的技能: LLM 申请, 数据分析, 拥抱的脸, Apache Spark, 大型语言模型, 数据湖, 负责任的人工智能, 生成式人工智能, 模型部署, MLOps（机器学习 Operator）, 数据科学, 机器学习, 数据库, 数据管道, 数据转换, 摘录
状态：免费试用Northeastern University
您将获得的技能: Web Applications, Web Development, Object Oriented Programming (OOP), Application Development, Python Programming, Computer Programming, Programming Principles, Data Science, Data Analysis, Scripting, Debugging
状态：免费试用University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
状态：免费试用您将获得的技能: Data-Driven Decision-Making
状态：免费试用Microsoft
您将获得的技能: 微软 Azure, 自动化, 人工智能和机器学习（AI/ML）, 应用程序开发, 分析, 自然语言处理, 人工智能
状态：免费试用Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
状态：免费试用您将获得的技能: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, Data Quality, Keras (Neural Network Library), Data Preprocessing, Model Evaluation, Scikit Learn (Machine Learning Library), Embeddings, Exploratory Data Analysis, Supervised Learning, MLOps (Machine Learning Operations), Machine Learning, AI Enablement, Big Data, Applied Machine Learning, Dataflow, Data Pipelines, Artificial Neural Networks
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Statistics, Applied Mathematics, Logistic Regression
您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
状态：新状态：免费试用Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics
总之，以下是 10 最受欢迎的 data mining 课程
- 机器学习：概念与应用: The University of Chicago
- Regression Analysis: University of Colorado Boulder
- 连接本地 LLM 的数据库桥接器: Duke University
- Basic Programming in Python II: Northeastern University
- Applied Unsupervised Learning in Python: University of Michigan
- Advanced Analytics with Power BI: Edureka
- Microsoft Azure 中的自然语言处理: Microsoft
- Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors: Johns Hopkins University
- Machine Learning with TensorFlow Google Cloud 日本語版: Google Cloud
- Resampling, Selection and Splines: University of Colorado Boulder
