数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

您将获得的技能: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

您将获得的技能: Command-Line Interface, Go (Programming Language), Package and Software Management, Programming Principles, Program Development, Data Structures, Debugging
初级 · 指导项目 · 不超过 2 小时

University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Agile Methodology, Strategic Leadership, Business Leadership, Business Transformation, Analytics, Data Analysis, Leadership, Leadership Development, Organizational Leadership, Leadership and Management, Team Leadership, Cross-Functional Collaboration, Complex Problem Solving
中级 · 课程 · 1-4 周

您将获得的技能: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Extract, Transform, Load, Apache Kafka, Performance Tuning, Data Warehousing, Amazon S3, Amazon Web Services, Real Time Data, SQL
中级 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: 云 API, 数据管道, 公共云, 网络分析, Google 云端平台, Apache Kafka, Java
初级 · 项目 · 不超过 2 小时

您将获得的技能: Pandas (Python Package), Web Scraping, Python Programming, Jupyter, Image Analysis, Data Manipulation, Computer Vision, Data Analysis, Natural Language Processing, Data Visualization Software, Matplotlib, Data Import/Export, Unstructured Data, Data Collection
中级 · 课程 · 1-4 周

您将获得的技能: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, User Interface (UI)
中级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 数据操作, 数据分析, 数据库管理, 事务处理, 数据库, 数据库系统, IBM DB2, SQL, MySQL, Query 语言, Microsoft SQL 服务器, 存储过程, 关系数据库
初级 · 课程 · 1-3 个月

Automatic Data Processing, Inc. (ADP)
您将获得的技能: Payroll, Payroll Processing, Payroll Administration, Payroll Tax, Payroll Systems, Payroll Reporting, Tax Management, Labor Compliance, Compensation Management, Human Resources Information System (HRIS), Non-Profit Accounting, Data Entry, Tax Compliance, Workforce Management, Customer Service, Benefits Administration, Labor Law, Specialized Accounting, Employee Engagement, Data Analysis
初级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Data Pipelines, Google Cloud Platform, Data Processing, Data Storage, Cloud Engineering, Systems Design, Data Infrastructure, Data Management, Data Architecture, Data Integration, Data Analysis, Automation
高级设置 · 课程 · 1-3 个月

您将获得的技能: Power BI, Dashboard, Interactive Data Visualization, Data Analysis Expressions (DAX), Business Reporting, Data Governance, Data Modeling, Data Transformation, Data Management, Data Manipulation, Role-Based Access Control (RBAC), Data Security, Data Cleansing
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Google Cloud Platform, Extract, Transform, Load, Data Processing, Apache Hive, Data Integration, Apache Spark, PySpark, Serverless Computing, Apache Hadoop, Big Data, Data Migration, Data Transformation, Performance Tuning
中级 · 课程 · 1-3 个月