Big Data Analytics 课程可以帮助您学习数据挖掘、统计分析、数据可视化和预测建模。您可以掌握解释复杂数据集、做出数据驱动决策和有效沟通见解的技能。许多课程都会介绍 Apache Hadoop、Spark 和 Tableau 等工具,这些工具支持处理大型数据集和可视化趋势,让您能够在各种业务环境中应用自己的解析技能。

Johns Hopkins University
您将获得的技能: 磁共振成像, 数据预处理, 统计分析, 医学影像, 统计建模, 统计推理, 实验, 统计, 研究设计, 神经学, 图像分析
初级 · 课程 · 1-4 周

您将获得的技能: Amazon Bedrock, Model Evaluation, Data Preprocessing
初级 · 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

Johns Hopkins University
您将获得的技能: 数据操作, 数据结构, 面向对象编程(OOP), 软件设计模式, 调试, 编程原则, 性能调整, R 语言程序设计(中文版), 功能设计, 性能测试
中级 · 课程 · 1-3 个月

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

DeepLearning.AI
您将获得的技能: 预测建模, 深度学习, 概率与统计, 预测, 统计分析, 数据预处理, 数据分析, 决策树学习, 逻辑回归, 风险模型, 模型评估, 机器学习, 功能工程, 随机森林算法, 应用机器学习
中级 · 课程 · 1-4 周

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

Johns Hopkins University
您将获得的技能: 探索性数据分析, 数据清理, 数据操作, 数据管理, Data Management, 文件管理, R(软件), 数据导入/导出, 数据分析, 数据转换, 数据科学, Tidyverse(R 软件包), R 语言程序设计(中文版), 数据整理, 数据可视化
初级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

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

Coursera
您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
中级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Artificial Intelligence, Data Analysis Software, Analytics, Big Data, Data Analysis, Data Ethics, Deep Learning, Machine Learning, Statistical Analysis, Emerging Technologies, Health Technology, Internet Of Things, Natural Language Processing, Digital Transformation, Technology Solutions, Scikit Learn (Machine Learning Library), Large Language Modeling, Technology Strategies, Performance Appraisal, Agile Project Management
初级 · 课程 · 1-4 周