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: 数据分析, 网络抓取, NumPy, 数据可视化, Matplotlib, 数据导入/导出, 数据预处理, 数据清理, 数据处理, 数据操作, 数据可视化软件, Pandas（Python 软件包）, Python 编程, JSON, Jupyter
状态：预览Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
状态：新您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
状态：免费试用您将获得的技能: Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting
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University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation
状态：免费试用您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
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 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
28DIGITAL
您将获得的技能: 创新, 医疗保健, 健康信息学, 非结构化数据, 大数据, 数据挖掘, 医学影像, 健康信息管理, 自然语言处理, 分析, 分类算法, 图像分析, 文本挖掘, 医疗记录
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 Science: Ball State University
- Survey of Data Science: Packt
- Python Course for Data Analysis - Become Data Analyst: Packt
- Data Analysis with Python: Inform a Business Decision: Coursera
- Computation and Visualization for Analytics Part 2: Northeastern University
- Data Analysis: S.P. Jain Institute of Management and Research
- Applied Information Extraction in Python: University of Michigan
- Exploratory Data Analysis & Core ML Algorithms: Packt
- Association Rules Analysis: University of Colorado Boulder
