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 Michigan
您将获得的技能: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Salesforce, Salesforce Development, Systems Integration, Customer Relationship Management, Customer Relationship Management (CRM) Software, Data Integration, Contract Management, AI Enablement, Responsible AI, Web Services, Business Reporting, Data Ethics, Integration Testing, Artificial Intelligence, Application Programming Interface (API), Software Design Patterns, Security Controls, Customer Data Management, Analytics, Data Security
高级设置 · 专项课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模型评估, 概率分布, 微积分, R 语言程序设计(中文版), 逻辑回归, 数学建模, 数据分析, 统计建模, 机器学习, 统计方法, 回归分析, 线性代数, 统计推理, 预测建模, 数据伦理
攻读学位
中级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Data Integration, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Pandas (Python Package), Predictive Modeling, Python Programming
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: R Programming, Rmarkdown, Tidyverse (R Package), Ggplot2, Data Import/Export, Data Visualization, Data Analysis, Data Visualization Software, Data Science, Data Manipulation, Data Storytelling, Statistical Analysis, Data Cleansing, Data Integration, Data Transformation, Communication
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Development, Data Management
高级设置 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Responsible AI, Exploratory Data Analysis, Predictive Modeling, Data Visualization, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Data Ethics, Development Environment, Software Engineering
初级 · 指导项目 · 不超过 2 小时

University of California, Santa Cruz
您将获得的技能: 概率分布, R 语言程序设计(中文版), 分类算法, 数学建模, 无监督学习, 统计建模, 贝叶斯统计, 统计方法, 概率与统计, 统计软件, 马尔可夫模型, Machine Learning 方法
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis
中级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: 概率分布, 机器学习, 监督学习, 线性代数, 深度学习, 强化学习, 伪代码, 人工神经网络, 机器学习算法, 功能工程
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Linear Algebra, Algebra, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry
初级 · 课程 · 1-4 周

您将获得的技能: 机器学习, 大型语言模型, 模型评估, 自然语言处理, 强化学习, 生成式人工智能
中级 · 课程 · 1-4 周