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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/key-technologies-data-analytics
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课程名称：数据分析中的关键技术 课程概述： 本课程旨在为您在数据分析领域的职业做好准备。您将学习数据分析的主要类型，定义数据分析过程的各个阶段，并识别进行数据分析所需的工具和技能。 您将获取的技能包括： - 数据分析 - 数据仓储 - 大数据处理 - 云计算 - 数据可视化 - 数据探索 - 数据查询 - 数据收集 本专项课程包含四个部分： 1. 数据分析基础：介绍核心概念，学习进行数据分析所需的工具和技能。 2. 云计算基础：介绍云计算的核心概念以及主要的部署和服务模型，并提供实践机会来配置云账户。 3. 数据仓储基础：学习数据仓储的核心概念、主要组件以及架构，并配置云存储选项。 4. 大数据基础：介绍大数据的概念、系统和生命周期，并实践将数据载入云账户。 应用学习项目：学习者将创建一个免费的 AWS 云账户，配置功能并将数据加载到新数据库中。 课程特点： - 100% 在线课程 - 可以随时开始，按自己的节奏学习 - 灵活的时间安排，设定和保持灵活的截止日期 - 初学者友好，无需之前的数据分析经验，但需要了解计算机和互联网的基本概念 - 预计完成时间约为 4 个月，每周建议学习 4 小时 完成课程后可获得分享证书。 课程链接：https://www.coursera.org/learn/fundamentals-of-data-analysis 此课程系列是由 LearnQuest 提供，适合希望在数据分析领域发展的人士。
Course Link: https://www.coursera.org/learn/fundamentals-of-data-analysis
Name:Fundamentals of Data Analysis
Description:Offered by LearnQuest. This course is the first of a series that aims to prepare you for a role working in data analytics. In this course, ... Enroll for free.
Course Link: https://www.coursera.org/learn/fundamentals-of-cloud-computing
Name:Fundamentals of Cloud Computing
Description:Offered by LearnQuest. This course is the second of a series that aims to prepare you for a role working in data analytics. In this course, ... Enroll for free.
Course Link: https://www.coursera.org/learn/fundamentals-of-data-warehousing
Name:Fundamentals of Data Warehousing
Description:Offered by LearnQuest. Welcome to Fundamentals of Data Warehousing, the third course of the Key Technologies of Data Analytics ... Enroll for free.
Course Link: https://www.coursera.org/learn/fundamentals-of-big-data
Name:Fundamentals of Big Data
Description:Offered by LearnQuest. Welcome to Fundamentals of Big Data, the fourth course of the Key Technologies of Data Analytics specialization. By ... Enroll for free.
What you will learn
Explain the primary types of data analysis
Define the phases of the data analysis process
Identify tools and skills required to conduct data analysis
Skills you will gain
analysis
Data Warehousing
Data Analysis
Big Data
Cloud Computing
Data visualization Data exploration
Data queries
Data Collection
Data Visualization (DataViz)
About this Specialization
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This specialization aims to prepare you for a role working in data analytics. The first course is Fundamentals of Data Analysis. You’ll be introduced to core concepts and you’ll learn about the tools and skills required to conduct data analysis.
The second course, Fundamentals of Cloud Computing, will introduce you to core concepts of cloud computing and the primary deployment and service models. The hands on material offers the opportunity to review and configure a cloud account.
In Fundamentals of Data Warehousing, you will learn core concepts of data warehousing. You will learn about the primary components and architectures of data warehousing. The hands on material offers the opportunity to review and configure cloud storage options.
In Fundamentals of Big Data, you will be introduced to concepts, systems and life cycles of big data. The hands on material offers you the opportunity to load data into your cloud account.
Applied Learning Project
This specialization aims to prepare you for a role working in data analytics. The first course is Fundamentals of Data Analysis. You’ll be introduced to core concepts and you’ll learn about the tools and skills required to conduct data analysis.
Learners will create a free AWS Cloud account, configure features, and load data into their new database.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
No prior data analytics experience is necessary. Learners should understand computing and internet concepts.
Hours to complete
Approximately 4 months to complete
Suggested pace of 4 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
No prior data analytics experience is necessary. Learners should understand computing and internet concepts.
Hours to complete
Approximately 4 months to complete
Suggested pace of 4 hours/week
Available languages
English
Subtitles: English
