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
您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
您将获得的技能: 生成式人工智能, Python 程序设计, 电子商务, 数据分析, Prompt Engineering, 趋势分析, 数据驱动的决策制定, 探索性数据分析, 销售策略, 产品知识, ChatGPT, OpenAI 应用程序接口, OpenAI
状态：预览您将获得的技能: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning
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, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics
状态：免费试用University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
状态：新状态：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：新状态：免费试用您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
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CertNexus
您将获得的技能: 描述性统计, 统计分析, 概率与统计, 散点图, 数据分析, 数据可视化软件, 功能工程, 数据预处理, 探索性数据分析, 数据可视化, 柱状图, 商业分析, 数据清理
状态：免费试用Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing
状态：新您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
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
总之，以下是 10 最受欢迎的 data mining 课程
- Data Analysis with SQL: Inform a Business Decision: Coursera
- 使用 OpenAI API 进行数据分析：使用 GenAI 节省时间: Coursera
- 데이터 과학이란 무엇인가?: IBM
- Classification Analysis: University of Colorado Boulder
- The Data Science Profession – Student View: University of London
- Computation and Visualization for Analytics Part 2: Northeastern University
- Advanced Machine Learning, Big Data, and Deep Learning: Packt
- Data Analysis with Python: Inform a Business Decision: Coursera
- 分析数据: CertNexus
- Data Analysis Using Hadoop Tools: Johns Hopkins University
