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。

Edureka
您将获得的技能: Data-Driven Decision-Making
中级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Linux Commands, Linux, Unix Commands, Linux Administration, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Scripting, Automation, File Management
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 仪表板, 交互式数据可视化, 数据可视化软件, 数据分析, 数据叙事, 时间序列分析和预测, Tableau 软件, 分析技能, 财务数据, 数据展示, 财务分析, 网络分析, 应用程序部署, 地理空间信息与技术
混合 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Architecture, Big Data, Analytical Skills, Business Analysis, Business Analytics, Cloud Computing Architecture, Cloud Engineering
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Data Structures, Python Programming, Data-oriented programming, Programming Principles, Data Manipulation, Data Access, Data Processing, Computational Logic, Scripting, File I/O, Debugging, Computational Thinking, Jupyter, Maintainability, Computer Programming Tools, Scripting Languages
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: 人工智能, 创新, 负责任的人工智能, 教育软件和技术, 企业架构, 卓越运营, 课程开发, AI 赋能, 劳动力发展, 商业策略, 自动化, 思想引领, 计划实施, 大型语言模型, 生成式人工智能, 战略规划, 数据伦理, 运行效率
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Artificial Intelligence, Performance Analysis, Automation, Personalized Service, Digital Transformation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Innovation, Internet Of Things, Machine Learning, Big Data, Ethical Standards And Conduct, Deep Learning, Analytical Skills, Predictive Analytics, Health Technology, Data Analysis, Natural Language Processing, User Experience, Data Security
初级 · 专项课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, Vector Databases, Embeddings, AI Enablement, Large Language Modeling, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML), Query Languages, Data Visualization Software, Development Environment
中级 · 课程 · 1-3 个月

University of California, Santa Cruz
您将获得的技能: 统计建模, 数据分析, 统计推理, 技术交流, 统计分析, 时间序列分析和预测, 贝叶斯统计, 概率分布, 模型评估, R 语言程序设计(中文版), 抽样(统计), 数据展示
高级设置 · 课程 · 1-4 周