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。

University of California San Diego
您将获得的技能: 机器学习, 数据操作, Flask(网络框架), 应用程序部署, 数据预处理, Django (网络框架), Python 程序设计, 模型部署, 预测建模, 网络应用, MLOps(机器学习 Operator)
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周

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

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Data Quality, Data Science, Jupyter, Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Entry, Productivity Software, Data Manipulation, Expense Management, Budgeting, Inventory Management System, Data Management, Data Visualization, Data Analysis, Business Analysis
初级 · 指导项目 · 不超过 2 小时
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 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 Colorado Boulder
您将获得的技能: 数据可视化软件, 案例研究, 演讲, 数据分析, 沟通, 数据叙事, 分析, 商业分析, 数据驱动的决策制定, 技术交流, 统计报告, 数据展示
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 项目管理, 机器学习, 项目管理生命周期, 数据收集, 技术解决方案, 数据预处理, 市场机遇, 数据质量, 数据清理, 模型部署, 技术管理, 数据管理, 系统设计, 模型评估, MLOps(机器学习 Operator), 软件开发方法, 应用机器学习, 数据管道, 人工智能和机器学习(AI/ML), 数据科学
初级 · 课程 · 1-3 个月