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。

University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 非结构化数据, 网络分析和 SEO, 概率与统计, 模型评估, 网页抓取, 数据挖掘, 自然语言处理, 文本挖掘, 信息架构, 大数据
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export
初级 · 专业证书 · 3-6 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: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: ArcGIS, GIS Software, Spatial Analysis, Data Storytelling, Spatial Data Analysis, Geographic Information Systems, Data Presentation, Geospatial Information and Technology, Geospatial Mapping, Public Health and Disease Prevention, Data Sharing, Public Health, Land Management, Heat Maps, Epidemiology, Community Health, Image Analysis, Project Management, Data Visualization Software, Data Quality
初级 · 专项课程 · 3-6 个月

您将获得的技能: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Interactive Data Visualization, Business Metrics
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 机器学习, 机器学习算法, 数据科学, 大数据, 无监督学习, Algorithm, 功能工程, 数据预处理, 文本挖掘, 降维, 数据分析, Scikit-learn (机器学习库)
中级 · 课程 · 1-3 个月
SAS
您将获得的技能: Data Manipulation, SAS (Software), Data Access, Data Import/Export, Microsoft Excel, Data Analysis, Data Transformation, Requirements Analysis, Statistical Programming, Exploratory Data Analysis, Data Cleansing, Statistical Analysis, Data Processing, Data Preprocessing, Data Integration, SQL, Descriptive Statistics, Computer Programming, Data Presentation, Debugging
攻读学位
初级 · 专业证书 · 3-6 个月
Rice University
您将获得的技能: 统计分析, 探索性数据分析, 商业分析, 数据展示, 微软Excel, 回归分析, 技术交流, 预测分析, 统计报告, 分析技能, 数据分析, 统计方法
混合 · 课程 · 1-4 周

PwC
您将获得的技能: 财务分析, Data Validation, Excel 公式, 统计分析, 数据清理, 微软Excel, 数据分析, 数据管理, 电子表格软件, 数据分析软件
初级 · 课程 · 1-4 周

SAS
您将获得的技能: 统计编程, 探索性数据分析, 数据导入/导出, 数据清理, 数据访问, 数据操作, 微软Excel, 数据分析, 数据预处理, SQL, 数据转换, SAS(软件), 描述性统计
初级 · 课程 · 1-3 个月