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：免费您将获得的技能: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Predictive Analytics, R Programming, Data Analysis, Statistical Analysis, Data Cleansing, Applied Machine Learning, Data Manipulation, Tidyverse (R Package), Classification Algorithms, Risk Modeling, Data Preprocessing, Machine Learning
您将获得的技能: Exploratory Data Analysis, Pandas (Python Package), Seaborn, Jupyter, Matplotlib, Data Analysis, Statistical Analysis, NumPy, Data Cleansing, Descriptive Statistics, Python Programming
状态：新状态：免费试用您将获得的技能: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Model Evaluation, Responsible AI, LangChain, Large Language Modeling, Model Deployment, Generative AI, Generative Adversarial Networks (GANs), Application Deployment, Application Development, Technical Management, OpenAI API, Data Ethics, AI Enablement, Trend Analysis, Business Strategy, Python Programming
状态：新您将获得的技能: Microsoft SQL Servers, Relational Databases, Database Architecture and Administration, Data Analysis, Business Analytics
状态：预览Universiteit Leiden
您将获得的技能: 模型评估, 统计推理, 数据预处理, 监督学习, 统计建模, 回归分析, 样本量的确定, 预测分析, 预测建模, R 语言程序设计（中文版）, 精准医疗, 健康信息学, 预防保健
状态：免费试用您将获得的技能: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Statistical Hypothesis Testing, Statistical Analysis, Continuous Improvement Process, Data Analysis, Process Improvement, Quality Improvement, Root Cause Analysis, Data-Driven Decision-Making, Regression Analysis, Process Optimization, Correlation Analysis
状态：新状态：预览University of Cambridge
您将获得的技能: AI Enablement, AI Security
您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Business Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计方法, 模型评估, 无监督学习, 统计建模, 监督学习, 回归分析, 统计分析, 统计机器学习, 预测建模, R 语言程序设计（中文版）, 分类算法, 数据科学, 机器学习, 机器学习算法
状态：免费试用University of California, Irvine
您将获得的技能: 沟通, 谈判, 专业发展, 员工队伍规划, 面试技巧, 招聘, 信息技术, 薪酬与福利, 数据科学, 技术咨询, 智能目标
状态：免费DeepLearning.AI
您将获得的技能: 检索-增强生成, 图论, LangChain, 嵌入, 非结构化数据, 矢量数据库, 数据存储, 大型语言模型, LLM 申请, Query 语言, 语义网
状态：免费Coursera
您将获得的技能: Python 程序设计, 数据分析, 数据预处理, 嵌入, 数据操作, 降维, OpenAI 应用程序接口, AI 个性化服务, 生成式人工智能, 探索性数据分析, OpenAI, 数据可视化
总之，以下是 10 最受欢迎的 data mining 课程
- Build and deploy a stroke prediction model using R: Coursera
- Análisis exploratorio de datos con Python y Pandas: Coursera
- Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
- The Ultimate SQL Bootcamp: Zero to Hero in 9 Hours: Packt
- 人口健康：预测分析: Universiteit Leiden
- The DMAIC Framework: Analyze, Improve, and Control Phase: SkillUp
- Ethical AI: AI essentials for everyone: University of Cambridge
- Predictive Analytics for Business with H2O in R: Coursera
- 回归与分类: University of Colorado Boulder
- 面试、求职谈判和职业规划: University of California, Irvine
