
University of Colorado Boulder
您将获得的技能: 统计假设检验, 统计建模, 数学建模, A/B 测试, 定量研究, 模型评估, 概率与统计, 数据科学, 统计方法, 实验, 数据伦理, R 程序设计, 机器学习, 数据分析, 数据建模, 回归分析, 研究设计, 统计推理, 统计分析, 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: Scala Programming, Data Pipelines, Test Driven Development (TDD), Apache Airflow, Data Lakes, Apache Spark, CI/CD, Apache Kafka, Data Quality, Data Infrastructure, Cloud Engineering, Data Architecture, Performance Tuning, Unit Testing, Data Transformation, Data Processing, Data Validation, Real Time Data, Big Data, Data Integrity
中级 · 课程 · 3-6 个月

Logical Operations
您将获得的技能: Data Analysis Expressions (DAX), Ad Hoc Reporting, Microsoft Excel, Business Reporting, Microsoft Access, Report Writing, Data Analysis Software, Business Intelligence Software, Data Presentation, Data Analysis, Business Intelligence, Microsoft Office
混合 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Generative AI, Data Ethics, AI Enablement, Data Cleansing, OpenAI, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, Exploratory Data Analysis, Interactive Data Visualization
中级 · 课程 · 1-3 个月

Pragmatic AI Labs
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance
中级 · 课程 · 1-4 周

您将获得的技能: Data Architecture, LLM Application, Data Quality, Generative AI, Microservices, Data Governance, Data Pipelines, Extract, Transform, Load, Data Storage Technologies, Data Management, Self Service Technologies, Cloud Storage, Data Processing, Data Storage, Scalability, Data Wrangling, Data Collection, Application Programming Interface (API)
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Query Languages, Relational Databases, Performance Tuning, Prompt Engineering, Retrieval-Augmented Generation, LangChain, Python Programming
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 冲刺回顾, 数据战略, 数据驱动决策, 冲刺计划, 业务重点, 数据管理, 数据转换, 分类学, 数据建模, 数据质量, 数据管道, Data Management, 数据整合, 元数据管理, 数据扫盲, 流程改进
初级 · 课程 · 1-3 个月

您将获得的技能: 卷积神经网络, 人工智能, 及时工程, 负责任的人工智能, 数据伦理, 雪花模式, 生成式人工智能, 数据仓库, 数据分析, 生成模型架构, 数据基础设施, 数据管道, 数据挖掘, 人工智能赋能, 数据架构, 数据综合, 摘录, 数据库设计, 查询语言, 星形模式
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 可扩展性, 数据处理, 系统要求, 需求分析, 数据架构, AWS Kinesis, 数据仓库, 云计算, Amazon Web Services, 亚马逊 Redshift, 性能调整, 数据库设计, 数据管道, 安全控制
中级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Generative Adversarial Networks (GANs), Data Preprocessing, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Feature Engineering, Data Validation, Information Privacy
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Business Reporting, Data Ethics, Storytelling, Data-Driven Decision-Making, Generative AI, Responsible AI, Data Analysis, Artificial Intelligence
中级 · 课程 · 1-4 周