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.
Das ist alles enthalten
32 Videos6 Lektüren11 Aufgaben6 Diskussionsthemen
Infos zu Modulinhalt anzeigen
32 Videos•Insgesamt 112 Minuten
Course Introduction•3 Minuten
What is SQL•3 Minuten
Introduction to MS SQL Server•6 Minuten
Installation of MS SQL Server•3 Minuten
MS SQL Server Interface - I•7 Minuten
MS SQL Server Interface - II•5 Minuten
Data Modeling: ER Diagram - I•3 Minuten
Data Modeling: ER Diagram - II•3 Minuten
Cardinality in ER Diagram•3 Minuten
Degree of Relationships•3 Minuten
Relationships in Database Modeling•5 Minuten
Complexity of Entity Relationships•3 Minuten
Operation on Keys•4 Minuten
Normalization•3 Minuten
Types of Normalization 1 NF•2 Minuten
Types of Normalization 2 NF•1 Minute
Types of Normalization 3 NF•2 Minuten
Types of Normalization 4 NF•1 Minute
Types of Normalization 5 NF•4 Minuten
DDL Commands•4 Minuten
DQL Commands•4 Minuten
DML Commands•5 Minuten
DCL Commands•2 Minuten
TCL Comands•4 Minuten
Merge Statement•4 Minuten
Alter Statement•3 Minuten
Join Part-I•5 Minuten
Join Part-II•2 Minuten
Join Part-III•4 Minuten
Join Part-IV•5 Minuten
Join Part-V•3 Minuten
Summary of MS SQL Server•2 Minuten
6 Lektüren•Insgesamt 12 Minuten
Welcome to Database Design and Operational Business Intelligence•2 Minuten
Introduction to Microsoft SQL Server•2 Minuten
ER Modeling Sessions in Database Design•2 Minuten
Understanding Database Keys and Normalization•2 Minuten
SQL Commands and Statements•2 Minuten
Understanding Joins in Databases•2 Minuten
11 Aufgaben•Insgesamt 55 Minuten
MS SQL Server•2 Minuten
ER Modeling in MS SQL Server•2 Minuten
Data Normalization•2 Minuten
SQL Commands•2 Minuten
Joins in Database•2 Minuten
End Lesson Quiz: MS SQL Server•5 Minuten
End Lesson Quiz: ER Modeling in MS SQL Server•5 Minuten
End Lesson Quiz: Data Normalization•5 Minuten
End Lesson Quiz: SQL Commands•5 Minuten
End Lesson Quiz: Joins in Database•5 Minuten
End Module Quiz: MS-SQL Server•20 Minuten
6 Diskussionsthemen•Insgesamt 12 Minuten
Components of SQL•2 Minuten
Introduce Yourself•2 Minuten
ER modeling Approaches•2 Minuten
Normalize Database•2 Minuten
Aggregate functions•2 Minuten
Join Performance•2 Minuten
Functions and Views
Modul 2•2 Stunden abzuschließen
Moduldetails
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.
Das ist alles enthalten
18 Videos4 Lektüren9 Aufgaben2 Diskussionsthemen
Infos zu Modulinhalt anzeigen
18 Videos•Insgesamt 56 Minuten
What is T-SQL?•3 Minuten
Aggregate Functions•2 Minuten
Convenient Aggregate Functions MAX() and AVG()•3 Minuten
Convenient Aggregate Functions MIN() and SUM()•2 Minuten
Statistical Aggregate Functions•3 Minuten
User Defined Aggregate Functions•2 Minuten
Convenient Aggregate Functions – COUNT() and COUNT_BIG()•2 Minuten
Querying using Built-in Functions•5 Minuten
Composing T-SQL•4 Minuten
Introduction to Sub-Queries•4 Minuten
SQL Server Views - I•2 Minuten
SQL Server Views - II•3 Minuten
Case Expressions•2 Minuten
Stored Procedures•2 Minuten
Operating Views•8 Minuten
Implementing Stored Procedures•3 Minuten
Executing Stored Procedures•4 Minuten
Summary of Working with Advanced SQL•1 Minute
4 Lektüren•Insgesamt 8 Minuten
Exploring Built-in Functions and T-SQL•2 Minuten
Understanding SQL Commands•2 Minuten
Understanding Queries and Views in Databases•2 Minuten
Exploring Views and Subqueries in Databases•2 Minuten
9 Aufgaben•Insgesamt 48 Minuten
Built-in Functions and T-SQL•2 Minuten
Composing T-SQL•2 Minuten
Queries and Views•2 Minuten
Views and Subqueries•2 Minuten
End Lesson Quiz: Built-in Functions and T-SQL•5 Minuten
End Lesson Quiz: Composing T-SQL•5 Minuten
End Lesson Quiz: Queries and Views•5 Minuten
End Lesson Quiz: Views and Subqueries•5 Minuten
End Module Quiz: Functions and Views•20 Minuten
2 Diskussionsthemen•Insgesamt 4 Minuten
Creative Approaches•2 Minuten
Conditional Logic•2 Minuten
Data Connectivity with Power BI
Modul 3•2 Stunden abzuschließen
Moduldetails
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.
Das ist alles enthalten
16 Videos3 Lektüren7 Aufgaben3 Diskussionsthemen
Infos zu Modulinhalt anzeigen
16 Videos•Insgesamt 52 Minuten
Applications of Power BI•3 Minuten
Working with Power BI•5 Minuten
Installation of Power BI Desktop and Service•6 Minuten
Creating Database•4 Minuten
Building Tables•1 Minute
Inserting Data•1 Minute
Connecting to Power BI•5 Minuten
Creating Reports•2 Minuten
Publishing Reports•2 Minuten
Managing Gateways•2 Minuten
Refresh gateway•4 Minuten
Phases for Optimal Visuals•6 Minuten
Chart Types and Elements•3 Minuten
Common Refining Techniques•4 Minuten
Visual Perception of Variation•3 Minuten
Summary of Data Connectivity with Power BI•1 Minute
3 Lektüren•Insgesamt 6 Minuten
Features of Power BI•2 Minuten
Understanding Data Preprocessing•2 Minuten
Exploring the Data•2 Minuten
7 Aufgaben•Insgesamt 41 Minuten
Introduction to Power BI•2 Minuten
Data Preprocessing•2 Minuten
Exploring the Data•2 Minuten
End Lesson Quiz: Introduction to Power BI•5 Minuten
End Lesson Quiz: Data Preprocessing•5 Minuten
End Lesson Quiz: Best Practices for Visualization•5 Minuten
End Module Quiz: Data Connectivity-Power BI•20 Minuten
3 Diskussionsthemen•Insgesamt 6 Minuten
Connecting to Data Sources•2 Minuten
Categorical Variables•2 Minuten
Exploratory Data•2 Minuten
Course Wrap up
Modul 4•1 Stunde abzuschließen
Moduldetails
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.
Das ist alles enthalten
1 Video1 Lektüre1 Aufgabe1 Diskussionsthema
Infos zu Modulinhalt anzeigen
1 Video•Insgesamt 2 Minuten
Database Design and Operational Business Intelligence Course Summary•2 Minuten
1 Lektüre•Insgesamt 20 Minuten
Incident Tracking Report•20 Minuten
1 Aufgabe•Insgesamt 20 Minuten
End Course Knowledge Check: Database Design and Operational Business Intelligence•20 Minuten
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.
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.