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：预览University of London
您将获得的技能: Python 程序设计, 统计, 描述性统计, 数据操作, 概率与统计, 数据科学, NumPy, 机器学习算法, Matplotlib, 无监督学习, 数据分析, Pandas（Python 软件包）, 数据可视化, 机器学习
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据建模, 监督学习, 统计建模, 人工神经网络, 逻辑回归, 数据分析, 商业分析, 决策树学习, 预测分析, 数据预处理, 数据可视化, 数据清理, 探索性数据分析, 回归分析
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：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, Data Manipulation, Machine Learning Algorithms, 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, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
状态：预览IIT Roorkee
您将获得的技能: Unsupervised Learning, Supervised Learning, Data Preprocessing, Anomaly Detection, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, Classification Algorithms, Statistical Programming, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, Scikit-learn （机器学习库）, 分类算法, 模型评估, 监督学习, 商业智能, 预测建模, 应用机器学习, 无监督学习, 决策树学习, 回归分析, 数据预处理, 商业分析, 机器学习
状态：新状态：预览Northeastern University
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Machine Learning Algorithms, Computational Thinking, Data Preprocessing, Data Cleansing, Data Visualization, Python Programming, Algorithms
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
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 Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据操作, 模型评估, Tableau 软件, 数据可视化软件, Scikit-learn （机器学习库）, 分类算法, Excel 宏, 预测建模, 无监督学习, 数据展示, 数据扫盲, 机器学习算法, Matplotlib, Pandas（Python 软件包）, Jupyter, 数据可视化, 数据预处理, 机器学习, 探索性数据分析
总之，以下是 10 最受欢迎的 data mining 课程
- 数据科学基础：Python 中的 K 均值聚类: University of London
- 预测建模和分析: University of Colorado Boulder
- Intermediate Data Manipulation and Machine Learning: Packt
- Statistics and Clustering in Python: University of London
- Data Analysis with Python Project : University of Colorado Boulder
- Data Mining for Smart Cities: IIT Roorkee
- 商业分析中的 Python 机器学习算法: University of Illinois Urbana-Champaign
- Foundations for Data Analytics Part 1: Northeastern University
- Data Analysis for Business: Fundação Instituto de Administração
- Data Analysis with SQL: Inform a Business Decision: Coursera
