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：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Laboratory Research, Metadata Management, Science and Research, R Programming, Spatial Data Analysis, Scientific Methods, Data Collection, Data Quality, Research, Quantitative Research, Informatics, Biology, Laboratory Techniques, Analysis
状态：免费试用University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistics, Scripting, Statistical Hypothesis Testing, Package and Software Management, Data Import/Export
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：免费试用Wesleyan University
您将获得的技能: 数据科学, 统计分析, 探索性数据分析, 数据管理, 大数据, 研究设计, 研究, 分析技能, 撰写报告, 实时数据, 数据叙事, 数据可视化, 数据分析
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：预览您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Data Storage Technologies, Apache Spark, Apache Hadoop, Real Time Data, Distributed Computing
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
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 California, Davis
您将获得的技能: Algorithm, 研究方法, 负责任的人工智能, 道德标准与行为, 机器学习, 研究, 大数据, AI 赋能, 应用机器学习, 社会科学, 自然语言处理, 数据挖掘, 分析, 数据伦理, 人工智能
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 Colorado Boulder
您将获得的技能: 统计, 探索性数据分析, 数据科学, 数据驱动的决策制定, 数据展示, 应用数学, 数据分析, 数据伦理, 计算机科学, 数据叙事, 数据可视化, 统计报告, 技术交流
总之，以下是 10 最受欢迎的 data mining 课程
- Researcher's Guide to Omic Data: Fred Hutchinson Cancer Center
- Data Science for Health Research: University of Michigan
- Data Visualization for Genome Biology: University of Toronto
- 数据分析与解释: Wesleyan University
- 数据科学 Python 软件包: University of Colorado Boulder
- Big Data Technologies and Applications: Coursera
- Data Visualization & Storytelling in Python: Coursera
- 管理、描述和分析数据: University of Colorado Boulder
- Data Cleaning in Snowflake: Techniques to Clean Messy Data: Coursera
- 大数据、人工智能与伦理: University of California, Davis
