Database Design and Operational Business Intelligence from Coursera

Welcome to the course on Database Design and Operational Business Intelligence. This course is strategically crafted to empower you with the skills needed to design a robust database and efficiently manage intricate datasets. Throughout this course, you will acquire the expertise to develop well-formatted databases that are seamlessly designed to integrate with Power BI.

Throughout this course, you'll delve into how Power BI and MS SQL Server are applied within specific industries. By the end of this course, you will be able to:

1. Compose different data models by re-structuring the data

2. Interpreting Data models

3. Create dashboards and Publish them on Service

4. Demonstrate machine learning and advanced features in Power BI Service

5. Analyze the scorecard and results from the binary prediction model

6. Implement best practices for visualization

This long course is designed for Data Analyst, Data Engineer, Data Administrator, and Business Analyst seeking to enhance their analytical and design skills.

Prior experience with MS Excel and RDBMS is beneficial but not mandatory for this course.

Join us on this journey to enhance your Power BI and MS SQL Server skills and elevate your analytical and design capabilities.

What's inside

Syllabus

Introduction to MS SQL Server

Welcome to Database Design and Operational Business Intelligence. In this module, we will understand the capabilities of MS SQL Server. Learn to model data with the help of ER diagrams to get a holistic view of the database that is to be designed in MS SQL Server. Improve data integrity by reducing redundancy while ensuring efficient database management by handling data with the help of SQL commands.

Functions and Views

In the second week of this course, Learn to use built-in functions in SQL Server to simplify functions that can be used for faster data processing. Harnessing the abilities of T-SQL to interact with and manage relational databases in various ways.

Data Connectivity with Power BI

In the third week of this course, Apply concepts of data management to prepare a dataset which is suitable for data visualization. Establish a stable connection with Power BI to transfer data from MS SQL Server to Power BI and visualize the data to display hidden insights.

Course Wrap up

This module is designed to assess an individual on the various concepts and teachings covered in this course. Answer a comprehensive quiz which marks you as a learner who is confident in working with Power BI.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Builds a foundation in database design and operational business intelligence principles, industry-standard for many employers

Emphasizes developing and managing robust and well-structured databases, which is considered fundamental to many analytical and general software roles

Specifically teaches data visualization techniques in Power BI, a common tool in many analytical and data management roles

Offers opportunities to practice and experience through hands-on activities and projects

Requires no prior knowledge of Power BI, but does strongly suggest foundational knowledge of MS Excel and RDBMS

Career center

Learners who complete Database Design and Operational Business Intelligence will develop knowledge and skills that may be useful to these careers:

Database Designer

Database Designers are responsible for designing and developing databases. They work with stakeholders to gather requirements and create databases that meet the needs of the business. This course can help Database Designers develop the skills they need to design and manage databases, as well as the skills they need to communicate with stakeholders.

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Data Administrator

Data Administrators are responsible for managing and securing databases. They work with database designers and other stakeholders to ensure that databases are running smoothly and efficiently. This course can help Data Administrators develop the skills they need to design and manage databases, as well as the skills they need to secure data from unauthorized access.

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Data Engineer

Data Engineers are responsible for designing, building, and maintaining data pipelines. They work with data analysts and other stakeholders to ensure that data is available and accessible for analysis. This course can help Data Engineers develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data integration techniques, which are essential for combining data from multiple sources.

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Data Scientist

Data Scientists are responsible for using data to solve business problems. They use a variety of techniques, including machine learning and artificial intelligence, to identify trends and patterns in data. This course can help Data Scientists develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data analysis and machine learning techniques, which are essential for solving business problems with data.

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Data Analyst

Data Analysts are responsible for collecting, cleaning, and analyzing data to identify trends and patterns. They use this information to help businesses make better decisions. This course can help Data Analysts develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data visualization techniques, which are essential for presenting data in a clear and concise way.

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Machine Learning Engineer

Machine Learning Engineers are responsible for building and deploying machine learning models. They work with data scientists and other stakeholders to identify opportunities for using machine learning to solve business problems. This course can help Machine Learning Engineers develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers machine learning techniques, which are essential for building and deploying machine learning models.

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Business Analyst

Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. They use data to support their recommendations and help businesses make better decisions. This course can help Business Analysts develop the skills they need to design and manage databases, which are essential for storing and organizing data. Additionally, the course covers data analysis techniques, which are essential for identifying trends and patterns in data.

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Web Developer

Web Developers are responsible for designing and developing websites. They work with stakeholders to gather requirements and create websites that meet the needs of the business. This course may be useful for Web Developers who want to develop the skills they need to design and manage databases. Additionally, the course covers data integration techniques, which are essential for combining data from multiple sources.

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Software Engineer

Software Engineers are responsible for designing, developing, and maintaining software applications. They work with stakeholders to gather requirements and create software that meets the needs of the business. This course may be useful for Software Engineers who want to develop the skills they need to design and manage databases. Additionally, the course covers data integration techniques, which are essential for combining data from multiple sources.

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Product Manager

Product Managers are responsible for defining and managing products. They work with stakeholders to identify customer needs and develop products that meet those needs. This course may be useful for Product Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers product management techniques, which are essential for defining and managing products.

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Operations Manager

Operations Managers are responsible for planning and executing operations. They work with stakeholders to identify operational goals and develop operational strategies. This course may be useful for Operations Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers operations management techniques, which are essential for planning and executing operations.

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Sales Manager

Sales Managers are responsible for leading and motivating sales teams. They work with stakeholders to identify sales goals and develop sales strategies. This course may be useful for Sales Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers sales management techniques, which are essential for leading and motivating sales teams.

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Marketing Manager

Marketing Managers are responsible for planning and executing marketing campaigns. They work with stakeholders to identify target markets and develop marketing strategies. This course may be useful for Marketing Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers marketing techniques, which are essential for planning and executing marketing campaigns.

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Project Manager

Project Managers are responsible for planning, executing, and closing projects. They work with stakeholders to define project scope, develop project plans, and track project progress. This course may be useful for Project Managers who want to develop the skills they need to design and manage databases. Additionally, the course covers project management techniques, which are essential for planning and executing projects.

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Financial Analyst

Financial Analysts are responsible for analyzing financial data and making recommendations. They work with stakeholders to identify financial goals and develop financial strategies. This course may be useful for Financial Analysts who want to develop the skills they need to design and manage databases. Additionally, the course covers financial analysis techniques, which are essential for analyzing financial data and making recommendations.

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