Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

您将获得的技能: Statistical Hypothesis Testing, AI Workflows, LangChain, Generative AI Agents, CrewAI, Statistical Methods, Statistical Analysis, Data Transformation, Agentic systems, Statistical Inference, Business Intelligence, Performance Testing, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Metric, Descriptive Analytics, Business Metrics, Data Analysis, Correlation Analysis, Event Monitoring
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Structures, Debugging, Functional Design
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 交互式数据可视化, 数据可视化软件, 软件包和软件管理, Plotly, 数据展示, Rmarkdown, 数据映射, 软件文档, 闪亮(R 套件), R 语言程序设计(中文版), 网络应用, 统计报告
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Science, Web Applications, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Scientific Visualization, Game Design
初级 · 指导项目 · 不超过 2 小时
Universidade de São Paulo
您将获得的技能: Search Engine Marketing, Digital Marketing, Email Marketing, Google Ads, Marketing Strategies, Search Engine Optimization, Google Analytics, Online Advertising, A/B Testing, Pay Per Click Advertising, Advertising Campaigns, Web Analytics, Digital Advertising, Facebook, Campaign Management, Marketing Analytics, Return On Investment, Performance Measurement
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 网络安全, TCP/IP, 局域网, 网络分析, Networking 路由器, Network Protocol(网络协议, 安全信息与事件管理(SIEM), 网络规划与设计, 网络硬件, 网络基础设施, 端点检测和响应, 数据丢失预防, 端点安全, 动态主机配置协议(DHCP), Network Security, 通用网络, 无线网络, 信息系统安全, 防火墙, 入侵检测和防御
中级 · 课程 · 1-3 个月

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, Dashboard, Data Visualization Software, Jupyter, Web Applications
中级 · 课程 · 1-3 个月

Erasmus University Rotterdam
您将获得的技能: 回归分析, 同行评审, 统计分析, 统计, 时间序列分析和预测, 概率, 计量经济学, 案例研究, 逻辑回归, 数据分析, 预测, 分析, 模型评估, 线性代数
混合 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture
初级 · 专项课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 面向对象编程(OOP), Python 程序设计, Java 编程, 文件输入/输出, 数据结构, 面向对象设计, 应用程序开发, 数据科学, Matplotlib, 调试, 编程原则, 数据分析, 透视表和图表, 计算机编程, 数据清理, Pandas(Python 软件包), 数据可视化, 日蚀(软件), Java, 单元测试
初级 · 专项课程 · 3-6 个月