Data Analytics MasterClass(PostgreSQL, BI, Python)

所在平台: Udemy

课程主页: https://www.udemy.com/course/qlikview-for-beginner-dashboard-design-master-class/

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课程简介

Coursera 数据分析大师班(PostgreSQL, BI, Python)课程概述: 本课程旨在帮助学员掌握数据分析的核心技能,应对日益增长的数据洪流,无论是结构化数据(如表格、工作表)还是非结构化数据(如社交媒体评论)。课程将深入讲解数据在人工智能(AI)模型中的作用,以及机器学习如何通过数据输入进行预测和提供建议,例如网络搜索引擎的精准匹配。 课程内容涵盖: **数据库** 1. **PostgreSQL入门** * 学习目标:掌握PostgreSQL的安装与配置,学会创建、修改表以及执行基础SQL命令。 **商业智能 (BI)** 2. **Power BI大师班** * 学习目标:学习如何转换列以提取值或更改格式,添加新列(如自定义列、条件列、索引列),以及理解DAX表达式。 3. **QlikView仪表板设计大师班** * 学习目标:学习构建不同类型的仪表板,包括人力资源仪表板、快餐店开设仪表板和销售仪表板。 4. **Qlik Sense入门** * 学习目标:理解Qlik Sense如何帮助组织管理者基于最新或历史信息做出响应,自动化手动工作,并从海量报告中提取洞察。 **高级分析** 5. **Python入门** * 学习目标:学习Python函数和类对象,掌握字符串和数值数据类型,以及Python数据结构(列表和字典)。 完成本课程后,学员将获得丰富的数据分析工具知识,为职业发展奠定坚实基础。

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课程详情

Today, we are all surrounded with full of data.Data can be in the form of structured data(eg: Tables, and worksheets), or unstructured data (free text fields or comments from social media). An example of Data Usage is in AI model.Data are the core of an AI model, which utilizes data input for the model to train, test, and learn from the data.The usage of Machine Learning has allowed computers to perform predictions and provides suggestions to humans based on the data input that has been fed into the machine.An example of Machine Learning is the Web Search Engine, which tries to understand what is the content we are searching for based on the data input that has been entered into the Search Engine.This course offers everyone an abundance of information about analytical tools that may help you in developing your career moving forward.Content in this course is as below:Database1. PostgreSQL For BeginnersLearning Outcomes:~How to install and configure PostgreSQL.~How to create and modify tables in PostgreSQL.~How to perform basic SQL commands in PostgreSQL.BI (Business Intelligence)2. PowerBI MasterClassLearning Outcomes:~How to transform our columns to extract values or change column formatting~How to add new columns, eg: Custom columns, conditional columns, index columns, etc.~DAX expressions3. QlikView Dashboard Design MasterClassLearning Outcomes:How to build a simple dashboard:~ HR Dashboard~Opening a Fast Food Restaurant~Sales Dashboard4. Qlik Sense for BeginnersImagine if we are recently appointed to be a director of an organization, are we able to: 1. React based on the latest or historical information around us? 2. Reduce or automate the manual work done in decades?3. Draw insights from a stack of printed reports?If you do not have the answer, join this class to know more about Qlik Sense which can help solve your problems.Advanced Analytics5. Python for BeginnersLearning Outcomes:1. Python Function and Class Objects.2. Data Types - String and Numeric.3. Python Data Structure - List and Data Dictionary.

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