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 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University of Illinois Urbana-Champaign
您将获得的技能: 商业分析, Model Evaluation, 数据预处理, 机器学习, 分类算法, 监督学习, Python 编程, Scikit Learn（机器学习库）, 商业智能, 应用机器学习, 回归分析, 无监督学习, 决策树学习, 预测建模, 模型评估
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: 统计分析, 机器学习, 数据预处理, Data Validation, Model Evaluation, 功能工程, Python 编程, 监督学习, 应用机器学习, 计算机编程, 机器学习算法, 线性代数, 无监督学习, 数据质量, 模型评估, 数据伦理, 数据清理, 数据验证
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：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：预览Yonsei University
您将获得的技能: Java, 分类算法, 监督学习, 数据分析, 数据预处理, 文本挖掘, 自然语言处理, 机器学习方法, 无监督学习
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
28DIGITAL
您将获得的技能: 分类算法, 健康信息管理, 医疗记录, 大数据, 图像分析, 分析, 健康信息学, 数据挖掘, 文本挖掘, 创新, 自然语言处理, 医疗保健, 非结构化数据, 医学影像
状态：新您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
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
总之，以下是 10 最受欢迎的 data mining 课程
- Applied Information Extraction in Python: University of Michigan
- 商业分析中的 Python 机器学习算法: University of Illinois Urbana-Champaign
- 机器学习数据: Alberta Machine Intelligence Institute
- Data Analysis with Python: Inform a Business Decision: Coursera
- Association Rules Analysis: University of Colorado Boulder
- 文本挖掘与分析实践: Yonsei University
- Exploratory Data Analysis & Core ML Algorithms: Packt
- Intermediate Data Manipulation and Machine Learning: Packt
- 挖掘非结构化医疗数据的基础: 28DIGITAL
- Python Course for Data Analysis - Become Data Analyst: Packt
