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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-big-data-hadoop-hands-on-for-beginner/
课程评论：没有评论
课程名称：学习大数据Hadoop：初学者动手实践 课程概述：在本课程中，您将通过Apache Hadoop学习大数据。Hadoop是IT行业最受欢迎的技能之一。在美国，相关职位的平均年薪为112,000美元，在旧金山可达到160,000美元（数据来源：Indeed）。本课程专为希望成为数据工程师、大数据工程师或软件开发人员的Hadoop初学者设计。Hadoop和“大数据”的世界可能令人畏惧，复杂的技术和术语众多，但通过动手实践，您将学会如何使用这些技术来解决实际商业问题。理解Hadoop是任何在数据量较大的公司工作的人必备的宝贵技能。 您将学习当前大数据行业中最受欢迎的软件，掌握批处理和实时处理技术。走进大数据的世界，掌握像Facebook、Netflix和Google等全球巨头所利用的工具！这个全面的14小时课程是您掌握数据管理、处理和分析等技术的入门途径。课程内容适合初学者和专业人士，涵盖了在大数据技术中建立坚实基础所需的一切，帮助您在职业上产生实际影响。 课程涵盖的技术包括： - 大数据基础：了解推动大数据革命的概念，以及组织如何利用这些资源取得成功。 - Hadoop：掌握大数据生态系统的核心，处理和存储海量数据集。 - YARN：深入研究Hadoop的资源管理和调度框架，以优化数据工作流。 - MapReduce：学习编写强大的分布式数据处理算法，高效处理大规模任务。 - Apache Pig：通过Pig的高级脚本接口简化大数据处理。 - Apache Hive：使用类似SQL的查询能力将数据转化为可操作见解。 - Apache Sqoop：无缝在Hadoop和关系数据库之间传输数据，实现集成分析。 - Apache Flume：简化多个来源的实时数据摄取。 - Apache Kafka：构建可扩展、容错的消息系统以处理实时数据流。 - Python与大数据：结合Python的灵活性与大数据工具，构建动态、可扩展的解决方案。 您将获得： - 综合技能：掌握驱动大数据革命的行业标准工具和框架。 - 实践经验：参与真实项目，提高处理大数据挑战的信心。 - 职业准备知识：掌握进入大数据、分析和数据工程领域所需的知识和技能。 适合报名的人群： - 渴望进入大数据领域的未来数据工程师和分析师。 - 希望提升技能以保持在数据驱动世界中相关性的IT专业人士。 - 希望利用大数据进行战略决策的企业家和商业领袖。 不要错过在仅14小时内掌握这些颠覆性技术的机会。立即报名，开启您的大数据之旅，改变职业生涯！完成课程后，您将获得对Hadoop及其相关分布式系统的深刻理解，并能够将Hadoop应用于实际问题。同时，课程结束后还将获得有价值的证书。请注意，本课程的重点是应用开发，而非Hadoop管理，虽然在过程中您也将掌握一些管理技能。
In this course, you will learn Big Data using Apache Hadoop. Why Hadoop? It is one of the most sought-after skills in the IT industry. The average salary in the US is $112,000 per year, up to an average of $160,000 in San Fransisco (source: Indeed).This course is designed for Beginners in Apache Hadoop Development and looking out for a new job as Data Engineer, Big data Engineers or Developers, Software DeveloperThe world of Hadoop and "Big Data" can be intimidating - hundreds of different technologies with cryptic names form the Hadoop ecosystem but you'll go hands-on and learn how to use them to solve real business problems! Understanding Hadoop is a highly valuable skill for anyone working at companies with large amounts of data.You will learn how to use the most popular software in the Big Data industry at moment, using batch processing as well as realtime processing. Step into the world of Big Data and unlock the tools that power global giants like Facebook, Netflix, and Google! This comprehensive 14-hour course is your gateway to mastering the most sought-after technologies in data management, processing, and analytics. Designed for both beginners and professionals, this course covers everything you need to build a robust foundation in big data technologies and make a real impact in your career.From Hadoop to Python, Apache Kafka to Hive, we'll take you on a hands-on journey to understand, implement, and integrate the tools that are revolutionizing industries worldwide. Get ready to gain job-ready skills in record time and position yourself as a leader in the data-driven economy.Technologies Covered:Big Data Fundamentals: Understand the concepts driving the big data revolution and learn how organizations harness it for success.Hadoop: Master the backbone of big data ecosystems for storing and processing massive datasets.YARN: Dive into Hadoop's resource management and scheduling framework to optimize data workflows.MapReduce: Learn to write powerful, distributed data processing algorithms to handle large-scale tasks efficiently.Apache Pig: Simplify big data processing with Pig's high-level scripting interface.Apache Hive: Transform data into actionable insights using Hive's SQL-like querying capabilities.Apache Sqoop: Seamlessly transfer data between Hadoop and relational databases for integrated analytics.Apache Flume: Streamline real-time data ingestion from multiple sources into your big data ecosystem.Apache Kafka: Build scalable, fault-tolerant messaging systems to handle real-time data streams.Python for Big Data: Combine Python's flexibility with big data tools to build dynamic, scalable solutions.What You'll Gain:Comprehensive Skill Set: Become proficient in industry-standard tools and frameworks driving the big data revolution.Hands-On Experience: Work on practical, real-world projects that give you the confidence to handle big data challenges like a pro.Career-Ready Expertise: Equip yourself with the knowledge and skills to land top roles in big data, analytics, and data engineering.Who Should Enroll:Aspiring Data Engineers & Analysts looking to enter the lucrative big data field.IT Professionals wanting to upskill and stay relevant in a data-driven world.Entrepreneurs & Business Leaders seeking to harness big data for strategic decision-making.Don't miss your chance to master these game-changing technologies in just 14 hours. Enroll now to kickstart your journey in big data and transform your career!You'll walk away from this course with a real, deep understanding of Hadoop and its associated distributed systems, and you can apply Hadoop to real-world problems. Plus a valuable completion certificate is waiting for you at the end!Please note the focus on this course is on application development, not Hadoop administration. Although you will pick up some administration skills along the way.
