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。

American Psychological Association
您将获得的技能: Qualitative Research, Case Studies, Interviewing Skills, Data Analysis, Research Methodologies, Social Sciences, Research, Data Collection, Cultural Diversity, Psychology, Anthropology
初级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, C++ (Programming Language), C and C++, Programming Principles, Algorithms, Theoretical Computer Science, Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Salesforce Development, Salesforce, Analytics, Data Import/Export, Data Presentation, Data Analysis, Business Reporting, Data Cleansing, Data Management, Interactive Data Visualization, Data Sharing, Data Validation, Data Security
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 模型评估, 数据伦理, 机器学习算法, 分类算法, 机器学习, 回归分析, 数据预处理, 异常检测, 统计机器学习, 决策树学习, 无监督学习, 功能工程, 数据挖掘, 应用机器学习, Scikit-learn (机器学习库), 监督学习
初级 · 课程 · 1-3 个月

您将获得的技能: Product Lifecycle Management, Product Strategy, Product Management, Product Marketing, Case Studies, Market Data, Organizational Leadership, Market Research, Data-Driven Decision-Making, Cross-Functional Collaboration, Digital Media Strategy, Strategic Thinking, Innovation, Market Analysis, Data Analysis
初级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Manipulation, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年

Board Infinity
您将获得的技能: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Database Management, Data Manipulation, Data Security, Extract, Transform, Load, Database Architecture and Administration, Data Transformation, Data Storage, Relational Databases, Solution Design, Database Management Systems, Data Import/Export, Database Design, System Implementation, Mainframe Computing
中级 · 专项课程 · 1-3 个月

LearnQuest
您将获得的技能: 统计假设检验, 探索性数据分析, 数据科学, 预测建模, 机器学习算法, 分类算法, 统计方法, Pandas(Python 软件包), 机器学习, 数据预处理, 数据结构, NumPy, Python 程序设计, 回归分析, 数据操作, Scikit-learn (机器学习库), 数据分析, 功能工程, 监督学习
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Import/Export, Data Modeling, Database Management, Google Cloud Platform, SQL, Data Manipulation, Data Analysis, Cloud Computing
中级 · 项目 · 不超过 2 小时

您将获得的技能: MongoDB, Data Transformation, Customer Analysis, Data Analysis, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Data Maintenance, Pandas (Python Package), Data Validation, Financial Data, Data Import/Export, Database Management, Data Cleansing, Databases, Data Pipelines, Database Design, Data Access, Query Languages
初级 · 专项课程 · 1-3 个月

您将获得的技能: Presentations, Sales Presentations, Sales Presentation, Data Visualization, Productivity Software, Design
初级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: 分类算法, 数据处理, 散点图, 预测建模, Matlab, 数据可视化软件, 回归分析, 数字信号处理, 数据分析, 应用机器学习, 图像分析, 柱状图
中级 · 课程 · 1-3 个月