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University of California San Diego
您将获得的技能: 网络抓取, 数据操作, 数据可视化软件, 数据可视化, NumPy, 数据预处理, JSON, Jupyter, 数据清理, Pandas（Python 软件包）, Matplotlib, 数据导入/导出, 数据分析, 数据处理, Python 编程
状态：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Feature Engineering, Data Ethics, Data Analysis, Machine Learning Algorithms, Analytics, Exploratory Data Analysis, Data Preprocessing, Data Cleansing, Unsupervised Learning, Data Science, NumPy, Data Manipulation, Data Transformation, Pandas (Python Package), Classification Algorithms, Dimensionality Reduction, Data Structures, Regression Analysis, Python Programming, Data Visualization
28DIGITAL
您将获得的技能: 医疗记录, 创新, 健康信息管理, 文本挖掘, 非结构化数据, 医学影像, 分析, 图像分析, 大数据, 医疗保健, 自然语言处理, 健康信息学, 数据挖掘, 分类算法
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 工艺优化, 监督学习, 机器学习算法, 数据预处理, Model Evaluation, 性能分析, 回归分析, 功能工程, Jupyter, 模型评估, 业务解决方案, 决策树学习, 应用机器学习, 数据处理, Scikit Learn（机器学习库）, Python 编程, 分类算法, 机器学习
状态：免费试用您将获得的技能: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
状态：新您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
状态：预览S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 机器学习算法, 数据验证, 数据伦理, 计算机编程, 数据质量, 监督学习, 统计分析, 数据预处理, Data Validation, Model Evaluation, 数据清理, 无监督学习, 功能工程, 模型评估, 应用机器学习, 线性代数, 机器学习, Python 编程
状态：免费试用CertNexus
您将获得的技能: 概率与统计, 描述性统计, 数据可视化, 探索性数据分析, 统计分析, 柱状图, 数据预处理, 分析技能, 商业分析, 散点图, 数据转换, 数据分析
状态：免费试用University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms
状态：免费试用University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
状态：免费试用University of Colorado Boulder
您将获得的技能: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Decision Tree Learning, Predictive Modeling, Feature Engineering, Data Preprocessing, Machine Learning, Bayesian Statistics, Performance Tuning
总之，以下是 10 最受欢迎的 data mining 课程
- 基本数据处理和可视化: University of California San Diego
- Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani
- 挖掘非结构化医疗数据的基础: 28DIGITAL
- 机器学习算法：监督学习从头到尾: Alberta Machine Intelligence Institute
- Intermediate Data Manipulation and Machine Learning: Packt
- Python Course for Data Analysis - Become Data Analyst: Packt
- Data Analysis: S.P. Jain Institute of Management and Research
- 机器学习数据: Alberta Machine Intelligence Institute
- 分析数据: CertNexus
- Association Rules Analysis: University of Colorado Boulder
