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: Prompt Engineering, Generative AI, A/B Testing, Generative AI Agents, Content Creation, Text Mining
初级 · 课程 · 1-4 周
您将获得的技能: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Data Visualization Software, Spatial Analysis, Dashboard, Analysis, Analytics, Data Visualization, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Data-Driven Decision-Making, Predictive Analytics, Business Reporting
初级 · 专业证书 · 3-6 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Artificial Intelligence, Performance Analysis, Automation, Personalized Service, Digital Transformation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Innovation, Internet Of Things, Machine Learning, Big Data, Ethical Standards And Conduct, Deep Learning, Analytical Skills, Predictive Analytics, Health Technology, Data Analysis, Natural Language Processing, User Experience, Data Security
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: Scikit-learn (机器学习库), 数据预处理, 性能指标, 数据清理, 决策树学习, 模型评估, 逻辑回归, 抽样(统计), 预测建模, 功能工程, 分类算法, 机器学习, 随机森林算法, 监督学习
中级 · 课程 · 1-3 个月
Rice University
您将获得的技能: 统计分析, 微软Excel, 统计方法, 回归分析, 商业分析, 估算, 数据分析, 统计推理, 模型评估, 统计建模, 统计假设检验
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: 深度学习, 决策树学习, 分类与回归树 (CART), 回归分析, 计算机视觉, 自然语言处理, 模型评估, 预测分析, 卷积神经网络, 无监督学习, Algorithm, 数据科学, 逻辑回归, 人工智能和机器学习(AI/ML), 机器学习, 随机森林算法, 监督学习
中级 · 课程 · 1-3 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
您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Responsible AI, Regression Analysis, Classification And Regression Tree (CART), Case Studies, Continuous Monitoring, Performance Metric
中级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 概率与统计, 图论, 概率分布, 自然语言处理, Machine Learning 方法, 统计方法, 应用机器学习, 机器学习算法, 统计建模, 统计推理, 抽样(统计), 决策支持系统, Algorithm, 马尔可夫模型, 网络分析, 贝叶斯网络, 分类算法, 机器学习, 网络模型, 贝叶斯统计
高级设置 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: AI Enablement, Regulatory Requirements, Responsible AI, Compliance Management, Business Transformation, Risk Analysis, Regulation and Legal Compliance, Business Solutions, Cross-Functional Team Leadership, Key Performance Indicators (KPIs), Digital Transformation, Business Risk Management, Scalability, Risk Management, Culture Transformation, Cross-Functional Collaboration, Data-Driven Decision-Making, Employee Training
初级 · 课程 · 1-4 周