Learn how to design scalable databases and integrate them with Power BI for impactful business intelligence. This course on Database Design and Operational Business Intelligence is designed to help you master the principles of relational database design, normalization, and schema optimization. You'll gain hands-on experience managing complex datasets and structuring databases that align with real-world business needs.
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.
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.
Inclus
32 vidéos6 lectures11 devoirs6 sujets de discussion
Afficher les informations sur le contenu du module
32 vidéos•Total 112 minutes
Course Introduction•3 minutes
What is SQL•3 minutes
Introduction to MS SQL Server•6 minutes
Installation of MS SQL Server•3 minutes
MS SQL Server Interface - I•7 minutes
MS SQL Server Interface - II•5 minutes
Data Modeling: ER Diagram - I•3 minutes
Data Modeling: ER Diagram - II•3 minutes
Cardinality in ER Diagram•3 minutes
Degree of Relationships•3 minutes
Relationships in Database Modeling•5 minutes
Complexity of Entity Relationships•3 minutes
Operation on Keys•4 minutes
Normalization•3 minutes
Types of Normalization 1 NF•2 minutes
Types of Normalization 2 NF•1 minute
Types of Normalization 3 NF•2 minutes
Types of Normalization 4 NF•1 minute
Types of Normalization 5 NF•4 minutes
DDL Commands•4 minutes
DQL Commands•4 minutes
DML Commands•5 minutes
DCL Commands•2 minutes
TCL Comands•4 minutes
Merge Statement•4 minutes
Alter Statement•3 minutes
Join Part-I•5 minutes
Join Part-II•2 minutes
Join Part-III•4 minutes
Join Part-IV•5 minutes
Join Part-V•3 minutes
Summary of MS SQL Server•2 minutes
6 lectures•Total 12 minutes
Welcome to Database Design and Operational Business Intelligence•2 minutes
Introduction to Microsoft SQL Server•2 minutes
ER Modeling Sessions in Database Design•2 minutes
Understanding Database Keys and Normalization•2 minutes
SQL Commands and Statements•2 minutes
Understanding Joins in Databases•2 minutes
11 devoirs•Total 55 minutes
End Lesson Quiz: MS SQL Server•5 minutes
End Lesson Quiz: ER Modeling in MS SQL Server•5 minutes
End Lesson Quiz: Data Normalization•5 minutes
End Lesson Quiz: SQL Commands•5 minutes
End Lesson Quiz: Joins in Database•5 minutes
End Module Quiz: MS-SQL Server•20 minutes
MS SQL Server•2 minutes
ER Modeling in MS SQL Server•2 minutes
Data Normalization•2 minutes
SQL Commands•2 minutes
Joins in Database•2 minutes
6 sujets de discussion•Total 12 minutes
Components of SQL•2 minutes
Introduce Yourself•2 minutes
ER modeling Approaches•2 minutes
Normalize Database•2 minutes
Aggregate functions•2 minutes
Join Performance•2 minutes
Functions and Views
Module 2•2 heures à terminer
Détails du module
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.
Inclus
18 vidéos4 lectures9 devoirs2 sujets de discussion
Afficher les informations sur le contenu du module
18 vidéos•Total 56 minutes
What is T-SQL?•3 minutes
Aggregate Functions•2 minutes
Convenient Aggregate Functions MAX() and AVG()•3 minutes
Convenient Aggregate Functions MIN() and SUM()•2 minutes
Statistical Aggregate Functions•3 minutes
User Defined Aggregate Functions•2 minutes
Convenient Aggregate Functions – COUNT() and COUNT_BIG()•2 minutes
Querying using Built-in Functions•5 minutes
Composing T-SQL•4 minutes
Introduction to Sub-Queries•4 minutes
SQL Server Views - I•2 minutes
SQL Server Views - II•3 minutes
Case Expressions•2 minutes
Stored Procedures•2 minutes
Operating Views•8 minutes
Implementing Stored Procedures•3 minutes
Executing Stored Procedures•4 minutes
Summary of Working with Advanced SQL•1 minute
4 lectures•Total 8 minutes
Exploring Built-in Functions and T-SQL•2 minutes
Understanding SQL Commands•2 minutes
Understanding Queries and Views in Databases•2 minutes
Exploring Views and Subqueries in Databases•2 minutes
9 devoirs•Total 48 minutes
End Lesson Quiz: Built-in Functions and T-SQL•5 minutes
End Lesson Quiz: Composing T-SQL•5 minutes
End Lesson Quiz: Queries and Views•5 minutes
End Lesson Quiz: Views and Subqueries•5 minutes
End Module Quiz: Functions and Views•20 minutes
Built-in Functions and T-SQL•2 minutes
Composing T-SQL•2 minutes
Queries and Views•2 minutes
Views and Subqueries•2 minutes
2 sujets de discussion•Total 4 minutes
Creative Approaches•2 minutes
Conditional Logic•2 minutes
Data Connectivity with Power BI
Module 3•2 heures à terminer
Détails du module
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.
Inclus
16 vidéos3 lectures7 devoirs3 sujets de discussion
Afficher les informations sur le contenu du module
16 vidéos•Total 52 minutes
Applications of Power BI•3 minutes
Working with Power BI•5 minutes
Installation of Power BI Desktop and Service•6 minutes
Creating Database•4 minutes
Building Tables•1 minute
Inserting Data•1 minute
Connecting to Power BI•5 minutes
Creating Reports•2 minutes
Publishing Reports•2 minutes
Managing Gateways•2 minutes
Refresh gateway•4 minutes
Phases for Optimal Visuals•6 minutes
Chart Types and Elements•3 minutes
Common Refining Techniques•4 minutes
Visual Perception of Variation•3 minutes
Summary of Data Connectivity with Power BI•1 minute
3 lectures•Total 6 minutes
Features of Power BI•2 minutes
Understanding Data Preprocessing•2 minutes
Exploring the Data•2 minutes
7 devoirs•Total 41 minutes
End Lesson Quiz: Introduction to Power BI•5 minutes
End Lesson Quiz: Data Preprocessing•5 minutes
End Lesson Quiz: Best Practices for Visualization•5 minutes
End Module Quiz: Data Connectivity-Power BI•20 minutes
Introduction to Power BI•2 minutes
Data Preprocessing•2 minutes
Exploring the Data•2 minutes
3 sujets de discussion•Total 6 minutes
Connecting to Data Sources•2 minutes
Categorical Variables•2 minutes
Exploratory Data•2 minutes
Course Wrap up
Module 4•1 heure à terminer
Détails du module
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.
Inclus
1 vidéo1 lecture1 devoir1 sujet de discussion
Afficher les informations sur le contenu du module
1 vidéo•Total 2 minutes
Database Design and Operational Business Intelligence Course Summary•2 minutes
1 lecture•Total 20 minutes
Incident Tracking Report•20 minutes
1 devoir•Total 20 minutes
End Course Knowledge Check: Database Design and Operational Business Intelligence•20 minutes
Edureka is an online education platform focused on delivering high-quality learning to working professionals. We have the
highest course completion rate in the industry and we strive to create an online ecosystem for our global learners to equip
themselves with industry-relevant skills in today’s cutting edge technologies.
Pour quelles raisons les étudiants sur Coursera nous choisissent-ils pour leur carrière ?
Felipe M.
Étudiant(e) depuis 2018
’Pouvoir suivre des cours à mon rythme à été une expérience extraordinaire. Je peux apprendre chaque fois que mon emploi du temps me le permet et en fonction de mon humeur.’
Jennifer J.
Étudiant(e) depuis 2020
’J'ai directement appliqué les concepts et les compétences que j'ai appris de mes cours à un nouveau projet passionnant au travail.’
Larry W.
Étudiant(e) depuis 2021
’Lorsque j'ai besoin de cours sur des sujets que mon université ne propose pas, Coursera est l'un des meilleurs endroits où se rendre.’
Chaitanya A.
’Apprendre, ce n'est pas seulement s'améliorer dans son travail : c'est bien plus que cela. Coursera me permet d'apprendre sans limites.’
The Database Design and Operational Business Intelligence course offers comprehensive insights into the full potential of your data analytics with Power BI connection with MS SQL Server. This course is designed to empower learners with the knowledge and skills needed to seamlessly integrate Power BI with Microsoft SQL Server, enabling efficient data visualization and analysis.
Who is this course designed for?
This course caters to a diverse audience, embracing those new to the field as Freshers. Database Administrators will enhance their skills in database management, while BI Developers will gain insights into seamless database integration and visualization. Business Analysts will learn to design and maintain databases for creating paginated reports and dashboards.
Do I need prior experience with MS Excel and RDBMS?
Prior working experience with MS Excel and RDBMS (Relational Database Management Systems) is advantageous, offering a valuable foundation for this course. However, it is important to note that possessing proficiency in these tools is not obligatory.
What will I learn from this course?
This course emphasizes the seamless integration with Microsoft SQL Server, encompassing skills for proficient data analytics. Commencing with foundational SQL Server principles, the course rapidly advances into advanced topics such as data visualization, analysis, and modeling. Learners will acquire the expertise required to navigate the integrated relationship between Power BI and SQL Server, thereby enhancing their data analytics and reporting capabilities.
What is the duration of this course?
This course is designed to span approximately four weeks each week comprising of roughly 4 hours each, encompassing a diverse range of learning materials and activities. Throughout this course, learners will engage with various educational resources, including video content on the Power BI with Microsoft SQL Server, reading materials to deepen understanding, graded quizzes to assess comprehension, and thought-provoking discussion prompts to encourage collaborative learning and critical thinking.
Do I need to have Power BI Service for this course?
Yes, you will need a Power BI Pro subscription for this course. You can obtain a 60-day trial of Power BI Pro using an onmicrosoft account. This subscription is essential for accessing advanced features, collaborative tools, and sharing reports.
Does the utilization of MS SQL Server incur any charges?
The SQL Server Developer edition from Microsoft is freely available for development and testing purposes. While offering the same features and capabilities as the Enterprise edition, it is licensed exclusively for use in development and testing environments.
What are the key features of MS SQL Server that make it suitable for Power BI applications?
Microsoft SQL Server excels in Power BI applications by providing robust data management capabilities that ensure efficient storage and retrieval. It supports complex queries, enhances processing speed, and optimizes Power BI dashboards and reports, delivering a seamless and high-performance data analytics experience.
Will I gain hands-on experience with Power BI in this course?
Yes, you’ll practice connecting MS SQL Server to Power BI and building reports step by step.
Can I take this course without prior knowledge of SQL or database systems?
Yes, the course introduces SQL Server from the ground up, making it suitable for beginners.
Does the course offer a certificate of completion?
Yes, learners will receive a certificate upon successfully completing the course.
How can I apply the skills learned to real-world business intelligence scenarios?
You’ll gain practical skills to design databases, integrate data with BI tools, and support data-driven decision-making in business roles.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.