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。

Duke University
您将获得的技能: 概率与统计, 统计分析, 概率分布, 统计方法, 数据分析, 统计推理, 抽样(统计), R(软件), 统计假设检验, 统计, 统计报告, R 语言程序设计(中文版), 软件安装
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Anomaly Detection, Predictive Analytics
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 项目管理, MLOps(机器学习 Operator), 市场机遇, 项目管理生命周期, 技术管理, 数据质量, 数据清理, 技术解决方案, 数据管道, 系统设计, 模型评估, 数据预处理, 数据科学, 模型部署, 人工智能和机器学习(AI/ML), 数据管理, 应用机器学习, 数据收集, 机器学习, 软件开发方法
初级 · 课程 · 1-3 个月
Coursera
您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
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

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

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周

您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Data Governance, 个人身份信息, 负责任的人工智能, 信息隐私, 数据完整性, 预测建模, 数据安全, 脆弱性评估, AI 安全, 人工智能, 机器学习, 数据伦理
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 张力流, 数据建模, 数据预处理, MLOps(机器学习 Operator), Keras(神经网络库), 数据存储, 数据管道, 数据转换, 功能工程, 机器学习, 数据处理, 实时数据
中级 · 课程 · 1-3 个月