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: Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Lean Manufacturing, Continuous Improvement Process, Data-Driven Decision-Making, Process Analysis, Business Analysis, Benchmarking, Root Cause Analysis, Stakeholder Management, Project Management
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 数据分析, 预防伤害, 运动医学, 生理学, 分析, 健康技术, 机器学习, 医疗设备和技术, 高级分析, 生命体征, 体力, 运动训练, 数据收集
状态：免费试用DeepLearning.AI
您将获得的技能: 计算机视觉, 张力流, 深度学习, 模型评估, 网络架构, 卷积神经网络, 分类算法, Keras（神经网络库）, 迁移学习, 图像分析, 可视化（计算机制图）
您将获得的技能: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export
Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
状态：免费试用Stanford University
您将获得的技能: 统计建模, 统计方法, 机器学习算法, 概率分布, 应用机器学习, 机器学习, 马尔可夫模型, 贝叶斯网络, Algorithm, 网络分析
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
状态：免费试用University of California, Davis
您将获得的技能: 计算机编程, 社交网络分析, 科学方法, 系统思考, 代理系统, 社会学, 模型评估, 社会科学, 经济学, 模拟
状态：免费试用您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
状态：免费试用您将获得的技能: Feature Engineering, Responsible AI, Model Deployment, Tensorflow, Exploratory Data Analysis, Data Quality, Applied Machine Learning, Machine Learning, Keras (Neural Network Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Data Preprocessing, Data Strategy, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Artificial Neural Networks, Model Evaluation, Logistic Regression, Performance Tuning
状态：免费DeepLearning.AI
您将获得的技能: LangChain, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Prompt Engineering, Generative AI, Generative Model Architectures, AI Workflows
总之，以下是 10 最受欢迎的 data mining 课程
- Lean Six Sigma - Yellow Belt: Packt
- 可穿戴技术和运动分析: University of Michigan
- 利用 TensorFlow 实现高级计算机视觉: DeepLearning.AI
- Tesla Stock Price Prediction using Facebook Prophet: Coursera
- Linear Regression with Python: Coursera
- 概率图形模型 3：学习: Stanford University
- Predictive Analytics for Business with H2O in R: Coursera
- Probability and Statistics: Birla Institute of Technology & Science, Pilani
- 计算机模拟: University of California, Davis
- Applied Machine Learning with Python: Edureka
