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。

Google Cloud
您将获得的技能: Google 云端平台, 数据存储技术, 数据库管理员, 数据流, 数据库, 数据管理, 数据导入/导出, 数据库架构与管理, 云 API
初级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: 生成对抗网络 (GAN), 欺诈检测, 异常检测, 降维, 张力流, 数据预处理, Python 程序设计, 探索性数据分析, Keras(神经网络库), 生成式人工智能, 深度学习, 数据综合, 数据可视化
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Apache Hive, Big Data, JSON, Case Studies, Economics, Policy, and Social Studies, Apache Hadoop, People Analytics, Policty Analysis, Research, and Development, Analytics, Data Analysis, Social Sciences, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Business Analytics, Data Transformation, Query Languages, Debugging, Demography
混合 · 课程 · 1-4 周

您将获得的技能: Portfolio Management, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Object Oriented Programming (OOP), Statistical Analysis, Simulations, Regression Analysis, Jupyter, Python Programming, Programming Principles, Pandas (Python Package), NumPy, Matplotlib, Data Manipulation
中级 · 课程 · 3-6 个月

您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据战略, 沟通策略, 数据伦理, LinkedIn, 数据基础设施, 语言交流技能, 专业发展, 技术交流, 专业网络, 数据管道, 面试技巧
初级 · 课程 · 1-4 周

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Performance Analysis, Performance Measurement, Customer Analysis, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Business Strategies, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google 云端平台, 数据建模, 电子病历系统, 医疗保健, 云存储, 数据存储, 数据整合, 数据导入/导出, 云 API, 健康信息学
初级 · 项目 · 不超过 2 小时

您将获得的技能: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Programming Principles, Data Dictionary, Computer Programming, Data Structures, Debugging, Computational Logic, Command-Line Interface, Data Cleansing, Software Design Patterns, Functional Design, Scripting, Operating Systems, Pseudocode, Development Environment, File Management, Computational Thinking
初级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 描述性统计, 概率分布, 统计, 公共卫生, R 语言程序设计(中文版), 数据分析, 统计假设检验, R(软件), 分析技能, 抽样(统计), 统计推理, 数据导入/导出, 数据扫盲
初级 · 课程 · 1-4 周