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。

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
获得学位
学位 · 1-4 年

您将获得的技能: JSON, jQuery, Browser Compatibility, Event-Driven Programming, UI Components
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月

University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Data Literacy, Business Transformation, Strategic Leadership, Leadership, Leadership Development, Business Leadership, Agile Methodology, Analytics, Leadership Studies, Team Leadership, Organizational Leadership, Data Analysis, Organizational Structure, Leadership and Management, Strategic Decision-Making, Organizational Change, Big Data, Agile Product Development, Critical Thinking
中级 · 专项课程 · 1-3 个月

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据库, 电子表格软件, 非结构化数据, R 语言程序设计(中文版), 可扩展标记语言(XML), 数据整合, 应用编程接口 (API), 网页抓取, 数据转换, 数据操作, 关系数据库, SQL, 谷歌工作表, 数据导入/导出, Tidyverse(R 软件包)
初级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 业务流程建模, 物联网, 数据收集, 商业分析, 数据驱动的决策制定, 关键绩效指标 (KPI), 过程分析, 数据完整性, 绩效衡量, Data Validation, 运行绩效管理, 流程改进, 组织战略, 差距分析, 业务过程, 流程制图
初级 · 课程 · 1-4 周
Duke University
您将获得的技能: Data Ethics, Responsible AI, Data Visualization, Data Presentation, Data Storytelling, Ethical Standards And Conduct, Data Science, Data Collection, Data Visualization Software, Personally Identifiable Information, Information Privacy, Machine Learning, Algorithms
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 统计建模, 统计假设检验, 探索性数据分析, 数据科学, 统计推理, R 语言程序设计(中文版), 模型评估, 数据预处理, 机器学习, 统计方法, 数据建模, 统计分析, 预测建模, 回归分析, Rmarkdown, Tidyverse(R 软件包), 数据分析, 分类与回归树 (CART)
混合 · 课程 · 1-3 个月