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。

您将获得的技能: Graph Theory, Data Structures, Algorithms, Program Development, Programming Principles, Computational Thinking, Theoretical Computer Science, Computer Science, Python Programming
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Security, Cloud API, Google Cloud Platform, Data Cleansing, Cloud Storage
初级 · 项目 · 不超过 2 小时

University at Buffalo
您将获得的技能: 物联网, 数据伦理, 精益方法, 根源分析, 数据驱动的决策制定, 质量管理系统, 运行效率, 产品质量(QA/QC), 六西格玛方法, 案例研究, 数据分析, 数据安全, 卓越运营, 数据扫盲, 流程改进, 分析, 数据质量
初级 · 课程 · 1-4 周

您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
初级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: Data Manipulation, Data Cleansing, Data Quality, Data Preprocessing, Tidyverse (R Package), Data Transformation, R Programming, Text Mining, Data Validation, Generative AI, Anomaly Detection
初级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Interactive Data Visualization, Analytical Skills, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistical Reporting, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
中级 · 专项课程 · 1-3 个月

您将获得的技能: File I/O, Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Object Oriented Design, Software Design Patterns, Programming Principles, Data Persistence, Algorithms, Simulations
高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 统计, 定量研究, 统计假设检验, 统计推理, 数据伦理, 统计分析, 抽样(统计), 样本量的确定, 概率与统计, 统计方法
攻读学位
中级 · 课程 · 1-3 个月

Princeton University
您将获得的技能: 数据结构, 计算机编程, 运筹学, Algorithm, 线性代数, 图论, 理论计算机科学, Networking 路由器, 计算思维, Java 编程
中级 · 课程 · 3-6 个月

您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
中级 · 专项课程 · 3-6 个月
您将获得的技能: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, R Programming, Data Visualization
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
中级 · 课程 · 1-3 个月