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.
涵盖的内容
32个视频6篇阅读材料11个作业6个讨论话题
显示有关单元内容的信息
32个视频•总计112分钟
Course Introduction•3分钟
What is SQL•3分钟
Introduction to MS SQL Server•6分钟
Installation of MS SQL Server•3分钟
MS SQL Server Interface - I•7分钟
MS SQL Server Interface - II•5分钟
Data Modeling: ER Diagram - I•3分钟
Data Modeling: ER Diagram - II•3分钟
Cardinality in ER Diagram•3分钟
Degree of Relationships•3分钟
Relationships in Database Modeling•5分钟
Complexity of Entity Relationships•3分钟
Operation on Keys•4分钟
Normalization•3分钟
Types of Normalization 1 NF•2分钟
Types of Normalization 2 NF•1分钟
Types of Normalization 3 NF•2分钟
Types of Normalization 4 NF•1分钟
Types of Normalization 5 NF•4分钟
DDL Commands•4分钟
DQL Commands•4分钟
DML Commands•5分钟
DCL Commands•2分钟
TCL Comands•4分钟
Merge Statement•4分钟
Alter Statement•3分钟
Join Part-I•5分钟
Join Part-II•2分钟
Join Part-III•4分钟
Join Part-IV•5分钟
Join Part-V•3分钟
Summary of MS SQL Server•2分钟
6篇阅读材料•总计12分钟
Welcome to Database Design and Operational Business Intelligence•2分钟
Introduction to Microsoft SQL Server•2分钟
ER Modeling Sessions in Database Design•2分钟
Understanding Database Keys and Normalization•2分钟
SQL Commands and Statements•2分钟
Understanding Joins in Databases•2分钟
11个作业•总计55分钟
MS SQL Server•2分钟
ER Modeling in MS SQL Server•2分钟
Data Normalization•2分钟
SQL Commands•2分钟
Joins in Database•2分钟
End Lesson Quiz: MS SQL Server•5分钟
End Lesson Quiz: ER Modeling in MS SQL Server•5分钟
End Lesson Quiz: Data Normalization•5分钟
End Lesson Quiz: SQL Commands•5分钟
End Lesson Quiz: Joins in Database•5分钟
End Module Quiz: MS-SQL Server•20分钟
6个讨论话题•总计12分钟
Components of SQL•2分钟
Introduce Yourself•2分钟
ER modeling Approaches•2分钟
Normalize Database•2分钟
Aggregate functions•2分钟
Join Performance•2分钟
Functions and Views
第 2 单元•小时 后完成
单元详情
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.
涵盖的内容
18个视频4篇阅读材料9个作业2个讨论话题
显示有关单元内容的信息
18个视频•总计56分钟
What is T-SQL?•3分钟
Aggregate Functions•2分钟
Convenient Aggregate Functions MAX() and AVG()•3分钟
Convenient Aggregate Functions MIN() and SUM()•2分钟
Statistical Aggregate Functions•3分钟
User Defined Aggregate Functions•2分钟
Convenient Aggregate Functions – COUNT() and COUNT_BIG()•2分钟
Querying using Built-in Functions•5分钟
Composing T-SQL•4分钟
Introduction to Sub-Queries•4分钟
SQL Server Views - I•2分钟
SQL Server Views - II•3分钟
Case Expressions•2分钟
Stored Procedures•2分钟
Operating Views•8分钟
Implementing Stored Procedures•3分钟
Executing Stored Procedures•4分钟
Summary of Working with Advanced SQL•1分钟
4篇阅读材料•总计8分钟
Exploring Built-in Functions and T-SQL•2分钟
Understanding SQL Commands•2分钟
Understanding Queries and Views in Databases•2分钟
Exploring Views and Subqueries in Databases•2分钟
9个作业•总计48分钟
Built-in Functions and T-SQL•2分钟
Composing T-SQL•2分钟
Queries and Views•2分钟
Views and Subqueries•2分钟
End Lesson Quiz: Built-in Functions and T-SQL•5分钟
End Lesson Quiz: Composing T-SQL•5分钟
End Lesson Quiz: Queries and Views•5分钟
End Lesson Quiz: Views and Subqueries•5分钟
End Module Quiz: Functions and Views•20分钟
2个讨论话题•总计4分钟
Creative Approaches•2分钟
Conditional Logic•2分钟
Data Connectivity with Power BI
第 3 单元•小时 后完成
单元详情
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.
涵盖的内容
16个视频3篇阅读材料7个作业3个讨论话题
显示有关单元内容的信息
16个视频•总计52分钟
Applications of Power BI•3分钟
Working with Power BI•5分钟
Installation of Power BI Desktop and Service•6分钟
Creating Database•4分钟
Building Tables•1分钟
Inserting Data•1分钟
Connecting to Power BI•5分钟
Creating Reports•2分钟
Publishing Reports•2分钟
Managing Gateways•2分钟
Refresh gateway•4分钟
Phases for Optimal Visuals•6分钟
Chart Types and Elements•3分钟
Common Refining Techniques•4分钟
Visual Perception of Variation•3分钟
Summary of Data Connectivity with Power BI•1分钟
3篇阅读材料•总计6分钟
Features of Power BI•2分钟
Understanding Data Preprocessing•2分钟
Exploring the Data•2分钟
7个作业•总计41分钟
Introduction to Power BI•2分钟
Data Preprocessing•2分钟
Exploring the Data•2分钟
End Lesson Quiz: Introduction to Power BI•5分钟
End Lesson Quiz: Data Preprocessing•5分钟
End Lesson Quiz: Best Practices for Visualization•5分钟
End Module Quiz: Data Connectivity-Power BI•20分钟
3个讨论话题•总计6分钟
Connecting to Data Sources•2分钟
Categorical Variables•2分钟
Exploratory Data•2分钟
Course Wrap up
第 4 单元•小时 后完成
单元详情
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.
涵盖的内容
1个视频1篇阅读材料1个作业1个讨论话题
显示有关单元内容的信息
1个视频•总计2分钟
Database Design and Operational Business Intelligence Course Summary•2分钟
1篇阅读材料•总计20分钟
Incident Tracking Report•20分钟
1个作业•总计20分钟
End Course Knowledge Check: Database Design and Operational Business Intelligence•20分钟
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.