Big Data Analysis Deep Dive

所在平台: Coursera

课程主页: https://www.coursera.org/learn/big-data-analysis-deep-dive

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课程简介

课程名称:大数据分析深入探索 课程概述: 随着市场对具备大数据专业知识的架构师、工程师和分析师的需求不断增加,本课程旨在帮助学员掌握大数据领域所需的基本工具和技术,进而追求相关职业。课程内容涵盖Python数据处理、SQL查询的编写与阅读、使用MaxCompute传输数据、使用Quick BI进行数据分析、以及在E-MapReduce上使用Hive、Hadoop和Spark,最后学习如何通过数据仪表板可视化数据。 通过学习本课程材料,您将了解大数据领域的不同方面,并获得大数据专业认证! 课程大纲: 1. Python结构化数据处理快速入门 2. SQL入门 - 基本查询 3. 如何在云上使用Spark(系列2 - Spark Python) - 轻量级认证与知识评估(链接) 4. 阿里云大数据快速入门系列:数据集成 5. 阿里云MaxCompute - 数据传输 - 轻量级认证与知识评估(链接) 6. 使用阿里云大数据平台分析日志数据 7. 使用DataWorks和MaxCompute进行数据开发 8. 在E-MapReduce上使用Hive和Hadoop - 轻量级认证与知识评估(链接) 9. 在E-MapReduce上使用Spark 10. 使用QuickBI快速生成业务智能图表 - 轻量级认证与知识评估(链接) 11. 快速生成大规模数据可视化仪表板 12. 使用Python进行数据可视化 通过本课程的学习,您将具备扎实的大数据分析技能,助力您的职业发展。

课程大纲

Name:Python Structured Data Processing Quick Start

Description:

Name:SQL for Beginners - Basic Queries

Description:

Name:How to Use Spark on Cloud Series 2 - Spark Python

Description:Get a light-weight certification and test your knowledge with an evaluation here: https://edu.alibabacloud.com/clouder/exam/intro/428

Name:Alibaba Cloud Big Data Quickstart Series: Data Integration

Description:

Name:Alibaba Cloud MaxCompute - Data Transmission

Description:Get a light-weight certification and test your knowledge with an evaluation here: https://edu.alibabacloud.com/clouder/exam/intro/430

Name:Analyze Log Data with Alibaba Cloud Big Data Platform

Description:

Name:Data Development with DataWorks and MaxCompute

Description:

Name:Using Hive and Hadoop on E-MapReduce

Description:Get a light-weight certification and test your knowledge with an evaluation here: https://edu.alibabacloud.com/clouder/exam/intro/431

Name:Using Spark on E-MapReduce

Description:

Name:Quickly Generate Business Intelligence Diagrams With QuickBI

Description:Get a light-weight certification and test your knowledge with an evaluation here: https://edu.alibabacloud.com/clouder/exam/intro/429

Name:Quickly Generate Large Dashboards For Data Visualization

Description:

Name:Data Visualization Using Python

Description:

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课程详情

The job market for architects, engineers, and analytics professionals with Big Data expertise continues to increase. The Academy’s Big Data Career path focuses on the fundamental tools and techniques needed to pursue a career in Big Data. This course includes: data processing with python, writing and reading SQL queries, transmitting data with MaxCompute, analyzing data with Quick BI, using Hive, Hadoop, and spark on E-MapReduce, and how to visualize data with data dashboards. Work through our course material, learn different aspects of the Big Data field, and get certified as a Big Data Professional!

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