数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Python、R、SQL 和 Tableau 等工具,这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。

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

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

Google Cloud
您将获得的技能: 数据处理, 集装箱化, 数据流, 无服务器计算, 云计算, 互操作性, 数据管道, 数据基础设施, 数据存储技术, 身份和访问管理, 云安全
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
攻读学位
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 云计算管理, Azure 活动目录, 关系数据库, Encryption, 微软 Azure, 授权(计算), 应用安全, Authentication, 基于角色的访问控制(RBAC), 云应用, 威胁检测, 数据库应用, 防火墙, 关键管理, 网络应用, 数据安全, Network Security, 云安全, Microsoft SQL 服务器, 云计算开发
中级 · 课程 · 1-3 个月

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

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

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms
高级设置 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Public Cloud, Big Data, Data Infrastructure, Apache Hadoop, Apache Spark, Data Architecture, Cloud Platforms, Cloud Services, Data Processing, Distributed Computing, Cloud Computing, Scalability, Data Storage Technologies, NoSQL, File Systems, Data Storage, Software Architecture
初级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Information Privacy, Responsible AI, Personally Identifiable Information, Data Security, Data Ethics, General Data Protection Regulation (GDPR), Data Governance, Data Management, Incident Response, Cyber Security Policies, Compliance Management, Cyber Security Strategy, Artificial Intelligence, Data Science, Cybersecurity, Risk Analysis, Accountability, Stakeholder Engagement, Cyber Operations, Algorithms
初级 · 课程 · 1-3 个月