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: Python 程序设计, 拥抱的脸, 检索-增强生成, 自然语言处理, LangChain, LLM 申请, 生成式人工智能, Prompt Engineering, Flask（网络框架）, 网络应用, 图像分析, OpenAI
状态：预览Rice University
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Excel Formulas, Data Visualization Software, Graphing, Data Analysis, Scatter Plots, Histogram, Data Manipulation, Data Import/Export
状态：免费试用Coursera
您将获得的技能: 人工智能, 负责任的人工智能, 员工参与, 战略思维, AI 赋能, 劳动力发展, 数据伦理, 生成式人工智能, 数字化转型, Prompt Engineering
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Analysis, Classification Algorithms, Data Preprocessing, Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, Machine Learning
状态：新状态：免费试用您将获得的技能: Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, SQL, Data Warehousing, Query Languages, Database Architecture and Administration, Data Integrity, Power BI, Business Intelligence, Performance Tuning, Generative AI
您将获得的技能: SQL, PostgreSQL, Query Languages, Database Management, Database Systems, Data Manipulation
状态：免费试用University of Alberta
您将获得的技能: 机器学习算法, 概率分布, 监督学习, 线性代数, 深度学习, 机器学习, 人工神经网络, 强化学习, 功能工程, 伪代码
状态：免费University of California San Diego
您将获得的技能: Big Data, Apache Hadoop, Data Analysis, Unstructured Data, Scalability, Data Processing, Data Science, Distributed Computing, Data Storage, Virtual Machines
状态：免费试用您将获得的技能: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings
状态：免费试用Arizona State University
您将获得的技能: 统计建模, 统计分析, 数据分析, 统计方法, 样本量的确定, Variance 分析, 实验
MongoDB Inc.
您将获得的技能: 数据预处理, 数据分析, 数据结构, NoSQL, 机器学习, 数据迁移, 网络分析, Query 语言, 数据操作, MongoDB, 数据转换
您将获得的技能: Data Visualization, Keras (Neural Network Library), Data Preprocessing, Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Machine Learning, Model Evaluation, Regression Analysis, Python Programming
总之，以下是 10 最受欢迎的 data mining 课程
- 用 Python 构建由 AI 驱动的生成式应用程序: IBM
- Introduction à l'analyse de données à l'aide d'Excel: Rice University
- 将 Generative AI 作为你的思想伙伴: Coursera
- Cervical Cancer Risk Prediction Using Machine Learning: Coursera
- Relational Database Design and Advanced Querying: Microsoft
- SQL Window Functions for Analytics: Coursera
- 利用函数逼近进行预测和控制: University of Alberta
- مقدمة عن البيانات الضخمة: University of California San Diego
- Exam Prep (NCA-GENL): NVIDIA-Certified Generative AI LLMs: Whizlabs
- 因子设计和分数因子设计: Arizona State University
