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。

The Hong Kong University of Science and Technology
您将获得的技能: 数值分析, 模拟和模拟软件, 工程计算, 几何学, 应用数学, 数学软件, 电磁学, 线性代数, 工程学, 数学建模, 微积分, 脚本, Matlab, 代数, 高等数学, 计算思维, 机械, 积分微积分, 微分方程, 工程分析
初级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Modeling, Threat Management, Vulnerability Management, Cyber Threat Intelligence, Security Awareness, Cybersecurity, Vulnerability Assessments, Threat Detection, MITRE ATT&CK Framework, Data Security, Cyber Security Strategy, Cyber Risk, Authorization (Computing), Malware Protection, Authentications, Security Controls, Risk Management Framework, Identity and Access Management, Data Management, Cryptography
初级 · 课程 · 1-4 周
University of Pennsylvania
您将获得的技能: 教育与培训, 研究, 个人发展, 心理学, 远见卓识, 积极行为支持, 实验, 积极性, 建设性反馈, 社区发展, 个人属性, 与儿童一起工作, 人类发展, 乐观主义
初级 · 课程 · 1-4 周
SAS
您将获得的技能: Data Manipulation, SAS (Software), Data Access, Data Import/Export, Microsoft Excel, Statistical Reporting, Data Processing, Data Analysis, Data Transformation, Requirements Analysis, Data Validation, Statistical Analysis, Exploratory Data Analysis, Data Wrangling, Statistical Programming, Data Analysis Software, Data Preprocessing, Data Integration, Statistical Software, SQL
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Rmarkdown, Knitr, Model Evaluation, Data Wrangling, Tidyverse (R Package), Predictive Analytics, Predictive Modeling, Data Analysis, R (Software), Statistical Reporting, R Programming, Data Quality, Data Manipulation, Data Integration, Data Transformation, Statistical Modeling, Extract, Transform, Load, Data Pipelines, Performance Analysis, Performance Metric
初级 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Data Analysis, Predictive Modeling, Predictive Analytics, Data Literacy, Statistical Modeling, Business Analytics, Statistical Hypothesis Testing, Exploratory Data Analysis, Data-Driven Decision-Making, Customer Analysis, Statistical Machine Learning, Data Science, Model Evaluation, Scikit Learn (Machine Learning Library), Statistical Analysis, Feature Engineering, Data Visualization, Statistical Inference, Supervised Learning
中级 · 课程 · 1-3 个月

Knowledge Accelerators
您将获得的技能: Power BI, Data Presentation, Dashboard Creation, Microsoft Excel, Dashboard, Excel Formulas, Business Intelligence Software, Data Modeling, Datamaps, Business Reporting, Data Sharing, Data Entry, Data Analysis, Management Reporting, Geospatial Information and Technology, Data Storytelling, Data-Driven Decision-Making, Analytics, Trend Analysis, Data Management
初级 · 专项课程 · 3-6 个月

Universitat Autònoma de Barcelona
您将获得的技能: Microsoft PowerPoint, Microsoft Word, Microsoft Excel, Microsoft Office, Spreadsheet Software, digital literacy, Automation, Data Entry, Computer Literacy, Information Technology, Document Management, Graphical Tools
初级 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, Risking, AI Orchestration, Fine-tuning, Python Programming, Vector Databases, Machine Learning, Agentic systems, Data Science
初级 · 课程 · 3-6 个月

University of Michigan
您将获得的技能: 网络开发, HTML 和 CSS, 互动设计, 网页设计, Javascript, 超文本标记语言(HTML), 事件驱动编程, 网络开发工具, 层叠样式表(CSS), 网页设计与开发, 数据结构, 网页内容无障碍导则, 调试
初级 · 课程 · 1-4 周

您将获得的技能: Excel Formulas, Spreadsheet Software, Microsoft Excel, Microsoft Office, Microsoft 365, Data Analysis, Gross Profit, Business Mathematics
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Random Forest Algorithm, Model Evaluation, Feature Engineering, Model Training, Applied Machine Learning, Supervised Learning, Geospatial Mapping, Predictive Modeling, Image Analysis, Verification And Validation, Data Science, Environmental Engineering
初级 · 课程 · 1-4 周