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。

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
攻读学位
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Intelligence, Model Deployment, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, AI Product Strategy, Business Solutions
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 微软 Azure, 自动化, 人工智能和机器学习(AI/ML), 应用程序开发, 分析, 自然语言处理, 人工智能
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Advanced Mathematics, Geometry, Data Transformation, Applied Machine Learning, Dimensionality Reduction, Markov Model, Probability
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 数据访问, 数据导入/导出, 大数据, Google 云端平台, Query 语言, 数据分析软件
初级 · 项目 · 不超过 2 小时

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

New York University
您将获得的技能: 市场动态, 金融交易, 强化学习, Machine Learning 方法, 投资组合管理, 马尔可夫模型, 风险管理, 证券交易, 金融市场, 金融建模, 衍生产品
高级设置 · 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

Northeastern University
您将获得的技能: Web Applications, Web Development, Object Oriented Programming (OOP), Application Development, Python Programming, Computer Programming, Programming Principles, Data Science, Data Analysis, Scripting, Debugging
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: LLM 申请, 数据分析, 拥抱的脸, Apache Spark, 大型语言模型, 数据湖, 负责任的人工智能, 生成式人工智能, 模型部署, MLOps(机器学习 Operator), 数据科学, 机器学习, 数据库, 数据管道, 数据转换, 摘录
初级 · 课程 · 1-4 周