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: SQL, SAS (Software), Database Management, Query Languages, Case Studies, Data Access, Program Development, Statistical Programming, Data Presentation, Scripting, Perl (Programming Language), Data Processing, Automation, Data Integration, Stored Procedure, Data Manipulation, Data Transformation, Debugging, Data Validation, Data Analysis
攻读学位
中级 · 专业证书 · 3-6 个月

Universidad Nacional Autónoma de México
您将获得的技能: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 统计假设检验, 概率与统计, 抽样(统计), 统计方法, Matplotlib, Python 程序设计, 统计推理, NumPy, Jupyter, 贝叶斯统计, 统计分析
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI
初级 · 课程 · 1-4 周

您将获得的技能: Data Ethics, Financial Modeling, Responsible AI, AI Security, Financial Forecasting, Financial Statements, Depreciation, Business Ethics, Balance Sheet, Capital Budgeting, Artificial Intelligence, Strategic Decision-Making, Data Management, Information Privacy, Financial Analysis, Excel Formulas, Ethical Standards And Conduct, Finance, Business Strategy, Business
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 计算机视觉, 模型评估, 无监督学习, 卷积神经网络, 人工智能和机器学习(AI/ML), 自然语言处理, 监督学习, 预测分析, 逻辑回归, 深度学习, 分类与回归树 (CART), 决策树学习, 机器学习, 数据科学, 随机森林算法, 回归分析, Algorithm
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Decision Making, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms, Regulatory Requirements
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 数据分析, 技术交流, 商业分析, 数据展示, 统计方法, 探索性数据分析, 回归分析, 预测分析, 微软Excel, 统计分析, 分析技能, 统计报告
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Orchestration, AI Workflows, Agentic Workflows, Agentic systems, Collaborative Software, System Design and Implementation, Interoperability, Coordination, Communication Systems, Network Protocols, Workflow Management, Case Studies, Scalability
混合 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

Eindhoven University of Technology
您将获得的技能: 概率与统计, 统计假设检验, 定量研究, 科学方法, 样本量的确定, 统计推理, R 语言程序设计(中文版), 贝叶斯统计, 研究, 统计分析, 数据共享
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 数据操作, 张力流, 模型评估, 数据清理, Pandas(Python 软件包), Keras(神经网络库), 降维, 数据预处理, NumPy, 探索性数据分析, 生物信息学, Scikit-learn (机器学习库), 应用机器学习, 功能工程, 数据转换, 数据科学, 人工神经网络, 机器学习, 随机森林算法, 分类算法
初级 · 专项课程 · 3-6 个月