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：新状态：免费试用您将获得的技能: JSON, Data Structures, Javascript, Application Programming Interface (API), Computer Programming, Object Oriented Programming (OOP), Debugging
状态：免费试用University of Colorado Boulder
您将获得的技能: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting
状态：免费试用University of California, Davis
您将获得的技能: 数据科学, 统计分析, 探索性数据分析, 提案制定, 同行评审, 数据建模, SQL, 描述性统计, 性能指标, 商业分析, 目标受众, 数据分析, 数据叙事, 演讲, 文本挖掘, 数据操作
您将获得的技能: Data Storytelling, Plotly, Data Presentation, Matplotlib, Interactive Data Visualization, Seaborn, Data Visualization, Data Visualization Software, Statistical Visualization, Scatter Plots
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 统计, 抽样（统计）, 统计方法, 统计分析, 统计推理, 概率, 数据分析, 描述性统计, R 语言程序设计（中文版）, 统计假设检验, 柱状图, R（软件）, 概率分布, 数据操作
状态：预览University of Toronto
您将获得的技能: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
状态：免费DeepLearning.AI
您将获得的技能: 大型语言模型, 检索-增强生成, Prompt Engineering, 数据处理, 文件管理, LLM 申请, 矢量数据库, 嵌入, LangChain, 数据导入/导出, ChatGPT
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
您将获得的技能: Data Cleansing, Snowflake Schema, Data Quality, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data
状态：免费试用University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据科学, 软件包和软件管理, NumPy, Matplotlib, 绘图（图形）, Pandas（Python 软件包）, 数据导入/导出, Seaborn, 柱状图, 数据操作, 数据可视化软件, 数据可视化
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 统计建模, 道德标准与行为, 预测建模, 数据处理, 回归分析, 逻辑回归, 概率, 数据分析, 分析, Pandas（Python 软件包）, 模型评估, 预测
总之，以下是 10 最受欢迎的 data mining 课程
- Data Structures in JavaScript: Packt
- Fundamental Tools of Data Wrangling: University of Colorado Boulder
- 数据科学顶点项目 SQL: University of California, Davis
- Data Visualization & Storytelling in Python: Coursera
- 管理、描述和分析数据: University of Colorado Boulder
- Data Visualization for Genome Biology: University of Toronto
- LangChain 与您的数据聊天: DeepLearning.AI
- Interactive, Geospatial & Narrative Data Visualization: University of Pittsburgh
- Data Cleaning in Snowflake: Techniques to Clean Messy Data: Coursera
- 数据科学 Python 软件包: University of Colorado Boulder
