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：新状态：免费试用您将获得的技能: Apache Spark, PySpark, Retrieval-Augmented Generation, OpenAI API, Generative AI, Model Evaluation, Data Preprocessing, Large Language Modeling, Generative Adversarial Networks (GANs), Predictive Modeling, Matplotlib, Keras (Neural Network Library), Transfer Learning, Deep Learning, ChatGPT, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Machine Learning
状态：免费试用University of Michigan
您将获得的技能: 统计编程, 数据清理, 数据操作, 调查, 公共行政, 数据转换, 政策分析, 公共政策, 人口统计, 数据可视化, R 语言程序设计（中文版）, 数据分析, Tidyverse（R 软件包）
您将获得的技能: Customer Analysis, Regional Sales, Sales, Data Analysis Software, Data Analysis, Query Languages, Trend Analysis, Databases, Customer Insights, Performance Analysis, Market Opportunities, Product Assortment
状态：免费试用Johns Hopkins University
您将获得的技能: Big Data, Apache Hadoop, Data Infrastructure, Data Processing, Analytics, Data Science, Distributed Computing, Linux, Software Installation, Scalability, System Configuration
状态：免费试用University of Colorado System
您将获得的技能: 数据结构, 描述性统计, C（编程语言）, 统计分析, 数据可视化软件, 编程原则, 计算思维, 数据分析
状态：免费试用Duke University
您将获得的技能: Performance Analysis, Performance Measurement, Customer Analysis, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Business Strategies, Data Analysis
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality
状态：免费试用您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures
状态：免费试用Corporate Finance Institute
您将获得的技能: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Manipulation, Data Visualization, Data Transformation, Pandas (Python Package), Box Plots, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
状态：免费试用Alibaba Cloud Academy
您将获得的技能: Apache Hadoop, 数据处理, 云技术, 分布式计算, 云安全, 数据可视化软件, 大数据, 数据仓库, Apache Spark, SQL, 数据整合, Apache Hive, 人工智能和机器学习（AI/ML）
状态：免费DeepLearning.AI
您将获得的技能: 数据处理, 非结构化数据, 数据库管理, AI 工作流程, Prompt Engineering, 网络服务, AI 赋能, 还原式 API, LLM 申请, SQL, 工具调用, 拥抱的脸
总之，以下是 10 最受欢迎的 data mining 课程
- Machine Learning, Data Science and Generative AI with Python: Packt
- 使用 R 进行公共部门数据分析的基础知识: University of Michigan
- Analyze Sales Data with LibreOffice Base Queries: Coursera
- Big Data and Hadoop Foundations and Setup: Johns Hopkins University
- 数据分析与表示、选择与迭代: University of Colorado System
- Agile Dashboards for Data-Driven Decision-Making: Duke University
- Clean Data in SQL using MySQL Workbench: Coursera
- Exam Prep DP-100: Microsoft Azure Data Scientist Associate: Whizlabs
- Search Engines for Web and Enterprise Data: The Hong Kong University of Science and Technology
- Data Prep for Machine Learning in Python: Corporate Finance Institute
