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：新您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
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：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
状态：免费试用University of Michigan
您将获得的技能: 数据预处理, 分类算法, Python 编程, Scikit Learn（机器学习库）, 监督学习, 功能工程, 文本挖掘, 自然语言处理, 无监督学习, 数据操作, Pandas（Python 软件包）
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：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Feature Engineering, Data Ethics, Data Analysis, Machine Learning Algorithms, Analytics, Exploratory Data Analysis, Data Preprocessing, Data Cleansing, Unsupervised Learning, Data Science, NumPy, Data Manipulation, Data Transformation, Pandas (Python Package), Classification Algorithms, Dimensionality Reduction, Data Structures, Regression Analysis, Python Programming, Data Visualization
状态：免费试用您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification Algorithms, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Predictive Analytics, Logistic Regression, Random Forest Algorithm, Bayesian Statistics
状态：免费试用DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting
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
总之，以下是 10 最受欢迎的 data mining 课程
- Python Course for Data Analysis - Become Data Analyst: Packt
- Survey of Data Science: Packt
- Data Analysis Using Pyspark: Coursera
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- Introduction to Data Science: Ball State University
- Python 中的应用文本挖掘: University of Michigan
- Applied Information Extraction in Python: University of Michigan
- Data Analysis with Python: Inform a Business Decision: Coursera
- Introduction to Data Analytics: Birla Institute of Technology & Science, Pilani
- Supervised Learning Regression Classification Clustering: Simplilearn
