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。

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Distributed Computing, System Configuration, Data Management, Security Information and Event Management (SIEM), Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications
混合 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 数据分析, 数据操作, 统计, 统计分析, 分析, 概率与统计
中级 · 课程 · 1-3 个月

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Application Performance Management, System Monitoring, Data Infrastructure, Windows Servers, Network Troubleshooting, Distributed Computing, Systems Administration, System Configuration, Data Management, Security Information and Event Management (SIEM), Configuration Management, Debugging, Performance Improvement
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 调试, AI 产品战略, 数据驱动的决策制定, 模型评估, 迁移学习, AI 工作流程, 深度学习, 应用机器学习, 性能调整, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

您将获得的技能: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

您将获得的技能: SAS (Software), Data Analysis Software, R (Software), Advanced Analytics, R Programming, Recurrent Neural Networks (RNNs), Big Data, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Statistical Programming, Jupyter, Predictive Modeling, Deep Learning, Restful API, Convolutional Neural Networks, Artificial Neural Networks
混合 · 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

Coursera
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft Office, Data Entry, Microsoft 365
中级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 数据访问, 数据科学, 数据操作, 数据分析, 数据库管理员, 数据库应用, 数据库系统, 数据库管理, 数据完整性, SQL, Query 语言, 数据库理论, 数据建模, 关系数据库, 数据库设计
攻读学位
初级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 图论, Algorithm, 数据分析, Matplotlib, Pandas(Python 软件包), 预测分析, 社交网络分析, 分析, 网络分析, 数据导入/导出, 无监督学习
中级 · 课程 · 1-4 周

IIMA - IIM Ahmedabad
您将获得的技能: 统计假设检验, 统计方法, 概率分布, 描述性统计, 数据分析, 数据科学, 统计可视化, 统计, 样本量的确定, 抽样(统计), 统计推理, 概率与统计, 估算, 数据扫盲, 概率
初级 · 课程 · 1-3 个月