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: Microsoft Azure, Internet Of Things, Real Time Data, Data Storage, Query Languages, Peripheral Devices
中级 · 指导项目 · 不超过 2 小时
您将获得的技能: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Database Management, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Query Languages, Machine Learning
中级 · 专项课程 · 1-3 个月

University of Copenhagen
您将获得的技能: 数据共享, 信息隐私, 数据伦理, 数据收集, 数据驱动的决策制定, Algorithm, 个人身份信息, 大数据, 数字扫盲, 法律, 新闻学, 数据扫盲, 数据安全, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Programming Principles, Databases, Game Design, Development Environment, Data Science, Web Applications, Animation and Game Design, Application Frameworks, Scripting, Scripting Languages, Software Design Patterns, Functional Design, Data Validation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Database Application, Application Deployment, Data Import/Export
初级 · 项目 · 不超过 2 小时

您将获得的技能: Google Gemini, Marketing Strategies, Customer Analysis, Big Data, Forecasting, Customer Insights, Predictive Analytics, Analytics, Target Audience, Data Analysis, Marketing Analytics, Artificial Intelligence, Google Cloud Platform, Generative AI
初级 · 课程 · 1-4 周

您将获得的技能: Dataflow, Extract, Transform, Load, Data Pipelines, Data Warehousing, Data Quality, Data Processing, Google Cloud Platform, Apache Hadoop, Workflow Management, Big Data, PySpark, Apache Spark, Serverless Computing, Cloud Storage
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Apache Airflow, Data Quality, Extract, Transform, Load, Workflow Management, Google Cloud Platform, PySpark, Data Lakes, Data Warehousing, Apache Spark, Apache Hadoop, Big Data, Data Processing, Serverless Computing, Cloud Storage, Data Transformation
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Transformation, Google Cloud Platform, Dataflow, Data Pipelines, Extract, Transform, Load, Data Lakes, Tensorflow, Data Governance, Data Integration, Data Warehousing, Systems Design, Data Infrastructure, Apache Spark, Data Architecture, Model Deployment, Data Processing, Data Migration, Big Data, Apache Hadoop, Real Time Data
中级 · 专业证书 · 3-6 个月

您将获得的技能: Metadata Management, Extract, Transform, Load, Data Migration, Google Cloud Platform, Data Pipelines, Data Import/Export, Apache Airflow, Data Infrastructure, Data Sharing, Data Processing, Data Integration, Cloud Storage, Data Storage, Apache Spark, Real Time Data, Serverless Computing
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Lakes, Data Warehousing, Data Architecture, Data Management, Metadata Management, Data Integration, Advanced Analytics, Data Security, Google Cloud Platform, Big Data, Analytics, Cloud Storage, Applied Machine Learning, Open Source Technology
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
中级 · 课程 · 1-3 个月