Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

Vanderbilt University
您将获得的技能: 计算机编程, 移动开发, 面向对象设计, 安卓开发, Java 编程, 安卓工作室, Java, 集成开发环境, 安卓(操作系统), 数据结构, 编程原则, 开发环境, 面向对象编程(OOP)
初级 · 课程 · 1-3 个月

您将获得的技能: Image Quality, Analysis, Model Optimization, Performance Analysis, Performance Metric, Quality Assessment, Data Pipelines, AI Workflows
中级 · 课程 · 1-4 周

您将获得的技能: Data Validation, Data Integrity, Data Maintenance, Data Transformation, Data Quality, Data Warehousing, Extract, Transform, Load, Reconciliation, Code Reusability
高级设置 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Internal Communications, Data Collection, Python Programming, Automation
混合 · 课程 · 1-3 个月

您将获得的技能: Power BI, Data Transformation, Data Lakes, Data Warehousing, Real Time Data, Extract, Transform, Load, Data Architecture, Data-Driven Decision-Making, Dashboard, Data Pipelines, Dashboard Creation, Data Modeling, Business Reporting, Data Presentation, Transact-SQL, Business Intelligence, Data Analysis, Microsoft 365, Python Programming, Machine Learning
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数据收集, 模型培训, MLOps(机器学习运营), 模型评估, 模型优化, 数据维护, Model Evaluation, 数据预处理, 数据完整性, 应用机器学习, 机器学习, Data Validation, 非结构化数据, 持续监测, 数据质量, 应用程序部署, 持续部署, 数据验证, 系统监控, 数据综合, 模型部署
中级 · 课程 · 1-4 周

您将获得的技能: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Tableau Software, Business Intelligence, Data Storytelling, Business Analytics, Data Modeling, Data Visualization Software, Dashboard, Interactive Data Visualization, Data Visualization, Dashboard Creation, Data-Driven Decision-Making, Data Analysis, Data Wrangling, Data Cleansing, Data Preprocessing, Data Transformation, Extract, Transform, Load, Data Integration, Exploratory Data Analysis, Correlation Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data Structures, Algorithms, Python Programming, Computer Programming, Geometry, Data Manipulation, Data Management, Data Analysis, Applied Mathematics
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Presentation, Trend Analysis, Data Literacy, Content Performance Analysis, Analysis, Data Analysis, Web Analytics, Data-Driven Decision-Making, Stakeholder Communications, Performance Metric, Data Management, Decision Making
中级 · 课程 · 1-4 周

您将获得的技能: Azure Synapse Analytics, Relational Databases, Power BI, Microsoft Azure, Data Store, Data Visualization, Database Management, Real Time Data, Interactive Data Visualization, Data Storage, Database Theory, Dashboard, Data Presentation, Databricks, Database Administration, Data Warehousing, Data Management, Data Architecture, Data Integrity, Data Analysis
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, Business Reporting, Dashboard Creation, Business Intelligence, Business Process, Business Intelligence Software, Self Service Technologies, Performance Tuning
初级 · 课程 · 1-4 周