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：预览您将获得的技能: Big Data, Data Processing, Data Analysis, Analytics, Data Lakes, Data Warehousing, Apache Spark, Data Storage Technologies, Apache Hadoop, Real Time Data, Distributed Computing
状态：免费DeepLearning.AI
您将获得的技能: Prompt Engineering, 数据导入/导出, 嵌入, 矢量数据库, ChatGPT, 数据处理, 检索-增强生成, 大型语言模型, LLM 申请, LangChain, 文件管理
状态：预览University of Toronto
您将获得的技能: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Mahout, NoSQL, Apache Hadoop, Extract, Transform, Load, Big Data, Data Warehousing, Data Pipelines, Cloud Management, Application Deployment, Databases, SQL, Performance Tuning, Data Processing, File Systems, Real Time Data, Query Languages, Database Management, Data Transformation, Scalability
状态：免费试用University of Colorado Boulder
您将获得的技能: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting
状态：免费试用Google Cloud
您将获得的技能: 数据建模, 数据持久性, 仪表板, 数据库设计, 数据仓库, Looker (软件), 版本控制, SQL, 数据分析
状态：免费试用您将获得的技能: Prompt Engineering, ChatGPT, Data Validation, LLM Application, AI Product Strategy, Data Analysis, Applied Machine Learning, OpenAI, Data-Driven Decision-Making, Analytical Skills, Exploratory Data Analysis, Natural Language Processing
您将获得的技能: Data Cleansing, Snowflake Schema, Data Quality, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data
状态：免费试用University of Michigan
您将获得的技能: 回归分析, 道德标准与行为, 数据处理, Python 程序设计, 预测, 模型评估, 概率, 统计建模, 预测建模, 数据分析, 逻辑回归, 分析, Pandas（Python 软件包）
状态：免费试用University of Colorado System
您将获得的技能: 数据管理, 大数据, 数据架构, 数据仓库, 商业智能, PostgreSQL, 数据挖掘, 数据整合, 关系数据库, 分析, Oracle 数据库, SQL, 数据库管理系统, Data Governance
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
总之，以下是 10 最受欢迎的 data mining 课程
- Big Data Technologies and Applications: Coursera
- LangChain 与您的数据聊天: DeepLearning.AI
- Data Visualization for Genome Biology: University of Toronto
- Data Visualization with Plotly Express: Coursera
- Hadoop & Big Data Foundations Mastery Course: EDUCBA
- Fundamental Tools of Data Wrangling: University of Colorado Boulder
- 使用 LookML 开发数据模型: Google Cloud
- Advanced Data Analysis with ChatGPT: Coursera
- Data Cleaning in Snowflake: Techniques to Clean Messy Data: Coursera
- 体育数据预测模型: University of Michigan
