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。

您将获得的技能: Trend Analysis, Data Manipulation, Data Analysis, SAS (Software), Analysis, Analytics, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Presentation, Business Reporting, Graphing, Statistical Programming
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 商业智能, Data Governance, 数据驱动的决策制定, 数据处理, 实时数据, 业务转型, 数据转换, 数据战略, Google 云端平台, 云存储, 大数据, 数据仓库, 数据库系统, 数据管理, 数据迁移, 分析, 数字化转型
初级 · 课程 · 1-3 个月

Genentech
您将获得的技能: 风险管理, 数据共享, R 语言程序设计(中文版), 质量保证, 版本控制, 临床研究, 数据质量, Agile 方法论, 临床试验, Devops, GitHub, 临床数据管理, 统计报告, 可维护性, 软件包和软件管理, 敏捷软件开发
中级 · 课程 · 1-3 个月

您将获得的技能: Cryptography, Data Security, Encryption, Authorization (Computing), General Data Protection Regulation (GDPR), Secure Coding, Public Key Infrastructure, Authentications, Identity and Access Management, Web Development, Application Security, Web Applications, Multi-Factor Authentication, Security Strategy
初级 · 课程 · 1-4 周

Starweaver
您将获得的技能: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Generative Model Architectures, CrewAI, AI Orchestration, Vector Databases, AI Workflows, Model Deployment, AI Personalization, Generative AI, Transfer Learning, Kubernetes, Enterprise Application Management, ChatGPT, Agentic systems, MLOps (Machine Learning Operations), Python Programming, System Monitoring, Engineering
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Data Structures, Data-oriented programming, Data Manipulation, Data Access, Data Processing, Python Programming
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
初级 · 专项课程 · 1-3 个月

您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Programming Principles, Data Visualization, Descriptive Statistics, Mathematical Software, File I/O, Software Installation, Numerical Analysis, Mathematical Modeling, Predictive Modeling, Python Programming, Data Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: AWS Kinesis, Real Time Data, Apache Spark, Apache Hive, Data Pipelines, Apache Hadoop, Data Processing, Extract, Transform, Load, Amazon Web Services, Serverless Computing, Data Lakes, Data Visualization, Amazon S3, Query Languages, Data Warehousing
中级 · 课程 · 1-4 周

您将获得的技能: Data Security, Data Migration, Data Governance, Extract, Transform, Load, Cloud Storage, Data Architecture, Data Management, Data Integration, Data Storage, Enterprise Architecture, Data Quality, Personally Identifiable Information, Data Modeling, Incident Response, Security Controls, Information Privacy, Data Infrastructure, Data Warehousing, Threat Detection, Law, Regulation, and Compliance
高级设置 · 专项课程 · 1-3 个月

The University of Edinburgh
您将获得的技能: Python 程序设计, 数据伦理, 数据科学, 统计建模, 健康信息学, 机器学习, 生物医学技术, 网络分析, 图论, 大数据, 自然语言处理, 数据整合, 图像分析, 生物信息学, 精准医疗
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 同行评审, 定量研究, 撰写报告, 数据分析, 分析技能, 数据扫盲, 研究方法, 研究, 统计分析
中级 · 课程 · 1-4 周