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: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Classification Algorithms, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Feature Engineering, Python Programming
状态：免费试用您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
状态：免费试用American Psychological Association
您将获得的技能: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Probability, Data Analysis
状态：新状态：免费试用您将获得的技能: Data Integrity, Data Cleansing, Data Quality, Data Validation, Sampling (Statistics), Probability & Statistics, Data Analysis, Statistics, Statistical Analysis, Small Data
状态：预览Tufts University
您将获得的技能: 商业分析, 定量研究, 微软Excel, 概率与统计, 分析技能, 统计, 统计推理, 统计分析, 技术交流, Python 程序设计, 统计假设检验
您将获得的技能: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Business Analytics, Deep Learning, Machine Learning, Model Evaluation, Mortgage Loans, Consumer Lending, Data Processing
状态：免费试用Johns Hopkins University
您将获得的技能: 数据可视化软件, R 语言程序设计（中文版）, 软件测试, 数据清理, 技术文档, GitHub, 数据预处理, 软件文档, 持续集成, 传单（软件）, 代码审查
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型评估, 模型部署, 无监督学习, 嵌入, 医学影像, 降维, 深度学习, 健康信息学, 应用机器学习, 自动编码器, Python 程序设计, 递归神经网络 (RNN), 预测建模, 人工神经网络, 图像分析
状态：预览您将获得的技能: Data Management, Data Manipulation
状态：免费试用您将获得的技能: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Artificial Intelligence, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Image Analysis, Machine Learning, Data Science
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Database Design, LLM Application, Productivity, OpenAI, Data Migration, Generative AI, AI Enablement, Software Documentation, SQL, Dashboard, Artificial Intelligence, Database Management, Data Visualization, Large Language Modeling, Gap Analysis, Data Analysis, Automation
状态：免费试用您将获得的技能: Collaborative Software, Large Language Modeling, Data Preprocessing, Data Validation, Data Cleansing, Natural Language Processing, Verification And Validation, Transfer Learning, Data Quality, AI Workflows, Model Deployment
总之，以下是 10 最受欢迎的 data mining 课程
- Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
- AI ML with Deep Learning and Supervised Models: Simplilearn
- Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
- The Importance of Integrity: Google
- 用 Python 和 Excel 进行假设检验: Tufts University
- Interpretable machine learning applications: Part 3: Coursera
- 掌握 R 语言软件开发: Johns Hopkins University
- 医疗保健领域的深度学习方法: University of Illinois Urbana-Champaign
- Database Design and Operational Business Intelligence: Edureka
- Keras Deep Learning & Generative Adversarial Networks (GAN): Packt
