Spark 课程可以帮助您学习数据处理、实时解析、机器学习集成和 Big Data 管理。您可以掌握分布式计算、数据 Visualization 和优化大型数据集性能方面的技能。许多课程都会介绍 Apache Spark、Scala 和 Python 等工具,展示如何利用这些技术高效处理海量数据并支持 AI 应用。

您将获得的技能: Apache Hadoop, 调试, PySpark, Apache Hive, 开发环境, Apache Spark, 数据处理, 性能调整, 大数据, IBM 云计算, 分布式计算, 数据转换, 可扩展性, Kubernetes, Docker (软件)
中级 · 课程 · 1-3 个月

您将获得的技能: 机器学习, 生成式人工智能, Model Evaluation, 无监督学习, Apache Hadoop, 数据管道, 回归分析, 监督学习, 数据转换, 模型评估, PySpark, 分类算法, 数据处理, Apache Spark, 摘录, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, PySpark, Databricks, Data Pipelines, Data Processing, Big Data, Apache, Real Time Data, Python Programming, Model Evaluation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing
中级 · 课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
初级 · 专项课程 · 1-3 个月

IBM
您将获得的技能: 查询语言, 生成式人工智能, 数据库管理, 数据科学, 数据分析, 数据仓库, Apache Hadoop, 数据管道, Python 编程, Linux 命令, Apache Spark, 关系数据库, 网络抓取, 数据库设计, NoSQL, IBM Cognos 分析系统, 摘录, 数据导入/导出, 专业网络
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: 机器学习, 生成式人工智能, Model Evaluation, 数据库, Apache Hadoop, 模型评估, 数据管道, PySpark, 监督学习, NoSQL, Kubernetes, Apache Spark, 大数据, Apache Hive, Apache Cassandra, 摘录, MongoDB, IBM 云计算, 机器学习算法, 分布式计算, 应用机器学习
初级 · 专项课程 · 3-6 个月

Pearson
您将获得的技能: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Processing, Data Import/Export, Data Integration, Linux Commands, File Systems, Text Mining, Data Transformation, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Java, C++ (Programming Language)
中级 · 专项课程 · 1-4 周

您将获得的技能: Apache Kafka, Data Transformation, Real Time Data, Fraud detection, Data Pipelines, Apache Spark, Power BI, PySpark, Performance Tuning, Grafana, Disaster Recovery, Data Architecture, Prometheus (Software), Data Integrity, Scalability, Data Processing, Data Governance, Event-Driven Programming, System Monitoring, Docker (Software)
中级 · 专项课程 · 3-6 个月

您将获得的技能: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
中级 · 专项课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage Technologies, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, Data Science, Data Transformation, Information Technology, Data Analysis, Python Programming
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Apache, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, IntelliJ IDEA, Application Deployment, Enterprise Application Management
中级 · 专项课程 · 3-6 个月
您将获得的技能: Apache Spark, Performance Tuning, PySpark, Database Management, Resource Allocation, Process Optimization, Scalability, Performance Analysis, Job Analysis, Debugging, System Configuration
中级 · 课程 · 1-4 周