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: Dashboard, Interactive Data Visualization, Tableau Software, Data Presentation, Data Import/Export, Data Visualization, Data Visualization Software, Business Intelligence, Data Analysis, Data Integration, Data Modeling
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Database Architecture and Administration, Database Administration, PL/SQL, Relational Databases, Patch Management, Data Integrity, SQL, Data Import/Export, Data Storage Technologies, User Accounts, Disaster Recovery
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 机器学习算法, 数据操作, 分类算法, Scikit-learn (机器学习库), 统计方法, 数据预处理, 预测分析, 数据清理, 应用机器学习, 预测建模, 设计思维, 功能工程, 逻辑回归, 监督学习, 张力流, 回归分析
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Model Evaluation, Healthcare Industry Knowledge, Clinical Assessment, Health Informatics, Medical Privacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: 数据科学, 数据操作, 数据分析, 数据叙事, 数据预处理, Matlab, 机器学习, 预测建模, 数据导入/导出, 功能工程, 技术交流, 探索性数据分析, 模型评估
中级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Visualization Software, Dashboard, Data Analysis, Advanced Analytics, Interactive Data Visualization, Analytics, Data Manipulation, Collaborative Software, Data Transformation, Data Sharing
高级设置 · 课程 · 1-4 周

您将获得的技能: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Generative AI, Data Literacy, Data-Driven Decision-Making, Data Analysis, Exploratory Data Analysis, Descriptive Statistics, Prompt Engineering, Analytical Skills, Artificial Intelligence, Probability & Statistics, Decision Making
初级 · 课程 · 1-4 周

您将获得的技能: Data Manipulation, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Preprocessing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Big Data, Google Analytics
中级 · 项目 · 不超过 2 小时

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据分析, 分析, 趋势分析, 代数, 应用数学, 数学理论与分析, 制图, 微积分, 衍生产品
初级 · 课程 · 1-3 个月

您将获得的技能: Clinical Trials, Clinical Research, Drug Development, Patient Evaluation, Pharmaceutical Terminology, Clinical Assessment, Quantitative Research, Data Literacy, Patient-centered Care, Statistical Methods, Data Science, Statistical Analysis
中级 · 课程 · 1-4 周