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: Responsible AI, AI Security, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, Data Security, Analysis, Innovation, Design
中级 · 课程 · 1-4 周

您将获得的技能: Databricks, Data Lakes, Data Transformation, Data Quality, Data Governance, Data Pipelines, Real Time Data, Data Warehousing, Data Management, Terraform, Data Validation, Apache Spark, Data Integrity, Data Storage, CI/CD, Cloud Computing, Scalability, Data Security
初级 · 课程 · 1-3 个月

Ball State University
您将获得的技能: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), R Programming, Statistical Visualization
攻读学位
中级 · 课程 · 1-3 个月

Edureka
您将获得的技能: MongoDB, NoSQL, Database Management, Data Wrangling, Performance Tuning, Database Design, Databases, Data Modeling, Data Store, Query Languages, Scalability, Real Time Data, Disaster Recovery, Data Security
中级 · 课程 · 1-3 个月

Georgia Institute of Technology
您将获得的技能: 数据处理, 数据科学, 数据驱动的决策制定, 结构分析, 数据整合, 统计, 系统设计, 大数据, 信息学, 数据挖掘, 材料科学
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 统计假设检验, 统计建模, 数据科学, 数学建模, 概率与统计, 数据伦理, 统计推理, 模型评估, R 语言程序设计(中文版), 机器学习, 统计方法, 研究设计, 统计分析, 数据建模, 回归分析, 功能工程, 逻辑回归, 数据分析, 定量研究, 预测建模
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Google Cloud Platform, Data Pipelines, Cloud Engineering, Data Lakes, Data Infrastructure, Data Warehousing, Cloud Storage, Data Storage, Data Storage Technologies, Cloud Development, Data Processing, Scalability
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
初级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: Data Visualization, Data Visualization Software, Empathy, Tableau Software, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Risk Management, Empathy & Emotional Intelligence, Stakeholder Analysis, Business Risk Management, Human Centered Design, Decision Making, User Research, Risk Control, Behavioral Economics, Psychology
初级 · 课程 · 1-4 周

您将获得的技能: Mac OS, Data Management, File Management, Unix Commands, Unix, Application Performance Management, Data Storage, Application Deployment, Data Security, Application Security, Disaster Recovery
中级 · 课程 · 1-4 周

您将获得的技能: PySpark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Transformation, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Image Analysis
混合 · 课程 · 1-4 周

SkillUp
您将获得的技能: Personally Identifiable Information, Cybersecurity, General Data Protection Regulation (GDPR), Information Privacy, Data Security, Threat Detection, Data Loss Prevention, Incident Response, Data Governance, Law, Regulation, and Compliance, Data Management, Data Storage, Data Integrity, Data Ethics, Regulation and Legal Compliance
初级 · 课程 · 1-4 周