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: 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: Real Time Data, Digital Transformation, Data Governance, Google Cloud Platform, Data Management, Looker (Software), Cloud Storage, Data Transformation, Data Storage, Business Intelligence, Data Migration, Data-Driven Decision-Making, Data Access
初级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Generative AI, LLM Application, Snowflake Schema, Prompt Engineering, Embeddings, Natural Language Processing, Unstructured Data, Data Pipelines, User Interface (UI), Semantic Web, Data Processing, SQL
中级 · 课程 · 1-4 周

Alfaisal University | KLD
您将获得的技能: Data Presentation, Data Storytelling, Data Visualization, Storytelling, Data Visualization Software, Graphing, Data Literacy, Presentations, Business Reporting
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 机器学习, 微软 Azure, 数据库, 数据预处理, MLOps(机器学习 Operator), 数据科学, 模型评估, 深度学习, 预测建模, 应用机器学习, 模型部署, 负责任的人工智能, 人工智能和机器学习(AI/ML)
中级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization Software, Data Wrangling, Data Manipulation, Google Cloud Platform, Data Import/Export, Data Transformation, Data Cleansing, Data Analysis, Sampling (Statistics), Course Development
初级 · 项目 · 不超过 2 小时

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: Operational Databases, NoSQL, Real Time Data, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies
初级 · 课程 · 1-4 周

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

您将获得的技能: Azure Synapse Analytics, Data Security, Databricks, Data Store, Data Quality, Microsoft Azure, Data Storage Technologies, Data Storage, Data Transformation, Database Management, Data Processing, Data Cleansing, Query Languages, Performance Tuning, Data Integration, Extract, Transform, Load, Data Pipelines, Apache Spark, Data Analysis
中级 · 课程 · 1-4 周

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