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。
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
高级设置 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 空间数据分析, 数据建模, 数据 Compiler, 全球定位系统, 数据叙事, ArcGIS, 数据操作, 地理信息系统, 数据映射, 排版, 元数据管理, 地理信息系统软件, 数据可视化, 地理空间信息与技术, 图像分析, 设计元素和原则, Query 语言, 地理空间制图, 定量研究, 空间分析
初级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Responsible AI, No-Code Development, AI Enablement, Business Process Automation, Business Process, Data Management, Risk Mitigation, Return On Investment, Process Design, Key Performance Indicators (KPIs), Business Software, Business Transformation, Automation, Project Implementation, Performance Measurement, Data Cleansing, Project Management, Business Metrics, Data Storytelling, Dashboard
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
初级 · 专项课程 · 1-3 个月

IIMA - IIM Ahmedabad
您将获得的技能: 描述性统计, 数据分析, 统计假设检验, 统计推理, 估算, 统计可视化, 抽样(统计), 概率与统计, 概率, 数据科学, 数据扫盲, 统计方法, 概率分布, 统计, 样本量的确定
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 拥抱的脸, 嵌入, 递归神经网络 (RNN), 迁移学习, 自然语言处理, 人工神经网络
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据清理, 数据分析, 探索性数据分析, 商业分析, 数据预处理, 数据建模, 统计建模, 预测分析, 逻辑回归, 回归分析, 监督学习, 数据可视化, 决策树学习, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Model Evaluation, Content Creation
初级 · 课程 · 1-4 周

您将获得的技能: Organizational Change, Agentic Workflows, AI Enablement, Generative AI Agents, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Accounting and Finance Software, Financial Reporting
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Deepseek, LangChain, Generative AI, LLM Application, Tool Calling, AI Workflows, AI Orchestration, Prompt Engineering, Automation, Data Integration, Cross Platform Development, Systems Integration
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, MLOps (Machine Learning Operations), Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis
中级 · 课程 · 1-4 周