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。

IBM
您将获得的技能: 统计分析, 数据预处理, 回归分析, 性能指标, 分类算法, 机器学习算法, 应用机器学习, 统计建模, 模型评估, 预测建模, 测试数据, 逻辑回归, 功能工程, 机器学习, 监督学习
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, AI Security, Prompt Engineering, Generative AI, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
中级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 深度学习, 非结构化数据, 商业分析, 数据分析, 物联网, 自然语言处理, 云计算, 大数据, 预测建模, 数据科学, 地理空间信息与技术, 社交媒体, 文本挖掘
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Responsible AI, No-Code Development, LLM Application, AI Enablement, ChatGPT, Business Metrics, Data Ethics, AI Personalization, Return On Investment, Artificial Intelligence, AI Product Strategy, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Large Language Modeling, Product Improvement, Cross Platform Development, Continuous Improvement Process, Natural Language Processing
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

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

IBM
您将获得的技能: 深度学习, 迁移学习, Machine Learning 方法, 计算机视觉, 机器学习算法, 分类算法, 模型评估, 功能工程, 卷积神经网络, 可视化(计算机制图), 网络架构
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
中级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 深度学习, 线性代数, 概率分布, 模拟, 模型评估, 机器学习算法, 抽样(统计), 人工神经网络, 功能工程, Algorithm, 性能调整, 马尔可夫模型, 伪代码, 人工智能和机器学习(AI/ML), 人工智能, 机器学习, 强化学习, 性能测试, 监督学习
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Rmarkdown, Stakeholder Communications, Data Ethics, Data-Driven Decision-Making, Data Cleansing, Tableau Software, Spreadsheet Software, Data Validation, Data Visualization Software, Ggplot2, Data Integration, Dashboard, Data Integrity, Data Transformation, Data Collection, Case Studies, Interviewing Skills
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Model Context Protocol, AI Security, Scalability, Software Architecture, Servers, Interoperability, System Design and Implementation, API Design, Enterprise Security, Real Time Data, Performance Tuning
高级设置 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 概率分布, 机器学习算法, 人工智能, Algorithm, 马尔可夫模型, 机器学习, 强化学习
中级 · 课程 · 1-3 个月