Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: 仪表板, 业务流程管理, 数据分析, 商业分析, 数据可视化软件, 决策支持系统, 关键绩效指标 (KPI), 数据驱动的决策制定, 数据仓库, 六西格玛方法, 商业智能, 微策略, 数据可视化, 绩效衡量, 业务报告
混合 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 数据分析, 机器学习, 社交网络分析, 网络分析, 大数据, 数字化转型, 预测建模, 人工智能, 计算思维, 社会科学, 模拟, 社会学, 数据科学
初级 · 课程 · 1-4 周

Tableau Learning Partner
您将获得的技能: 商业分析, 数据分析, 数据展示, 项目管理, 数据驱动的决策制定, 分析, 预测分析, 业务过程, Tableau 软件, 商业智能, 描述性分析, 数据扫盲
初级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Customer Analysis, Campaign Management, Digital Advertising
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
中级 · 专项课程 · 3-6 个月

您将获得的技能: Key Performance Indicators (KPIs), Power BI, Dashboard, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Presentation, Business Metrics, Performance Analysis, Data Visualization Software, Data Import/Export, Business Intelligence, Regional Sales, Sales Presentation
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric
初级 · 课程 · 1-4 周

您将获得的技能: Gemini, Google Workspace, Productivity Software, Generative AI, AI Enablement, AI Workflows, Prompt Engineering, Responsible AI, Operational Efficiency, Business Workflow Analysis, Human Factors, Complex Problem Solving
初级 · 课程 · 1-3 个月

您将获得的技能: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据分析, 放射诊断学, 数据预处理, 预测, 机器学习, 卷积神经网络, 深度学习, 模型评估, 预测建模, 决策树学习, 临床试验, 治疗计划, 应用机器学习, AI 个性化服务, 图像分析, 统计分析, 风险模型, 功能工程, 病人治疗, 随机森林算法
中级 · 专项课程 · 1-3 个月