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：免费试用您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
Microsoft
状态：免费试用Johns Hopkins University
您将获得的技能: Unix, 数据处理, 生物信息学, Unix 命令, 命令行界面, 大数据, 数据管理, Linux 命令, 文件管理, 数据分析软件, 分子生物学
状态：免费试用您将获得的技能: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Preprocessing, Data Validation, Automation, Data Transformation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx
状态：免费试用DeepLearning.AI
您将获得的技能: 星形模式, 数据管道, 机器学习, 数据预处理, 数据转换, 实时数据, 数据建模, 功能工程, 数据访问, 数据仓库, Apache Hadoop, Apache Spark
状态：免费试用您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
状态：新状态：预览Microsoft
您将获得的技能: Data Wrangling, Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures
Google Cloud
您将获得的技能: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
状态：免费试用University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
您将获得的技能: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Report Writing, Microsoft 365
总之，以下是 10 最受欢迎的 data mining 课程
- Python Fundamentals and Data Science Essentials: Packt
- Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
- Analyze Data in Azure ML Studio: Coursera
- Big Data Management and Optimization: Microsoft
- 基因组数据科学的命令行工具: Johns Hopkins University
- Smart Data Cleaning with Generative AI: Coursera
- 数据建模、转换和服务: DeepLearning.AI
- NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
- Reshaping Data with tidyr: Microsoft
- BigQuery Machine Learning using Soccer Data: Google Cloud
