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Analytics Vidhya

Today's business world is becoming increasingly data-driven. Small and large businesses use data to make decisions about sales, hiring, goals, and all areas they have data for. While most businesses have access to data of one type or another, it can be intimidating for an average business user to understand the data without a background in data analytics.

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Today's business world is becoming increasingly data-driven. Small and large businesses use data to make decisions about sales, hiring, goals, and all areas they have data for. While most businesses have access to data of one type or another, it can be intimidating for an average business user to understand the data without a background in data analytics.

Microsoft’s Power BI takes the intimidation and hassle out of data analysis and visualization.

Throughout this course, you will identify errors in the datasets and diagnose them using data cleaning and transformation techniques to prepare them for reporting purposes. With a focus on practical applications, you will solve complex visualizations using the DAX operator and assess the visualizations to plan business-related decisions.

Whether you aspire to be a data analyst, a business intelligence professional, or a decision-maker relying on data-driven insights, this course will provide you with the necessary tools and knowledge to succeed.

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What's inside

Syllabus

Introduction to Power BI and Data Visualization
This module provides a comprehensive introduction to Power BI and data visualizations. Learners will explore the capabilities of Power BI and gain proficiency in creating impactful visualizations. Topics covered include installation and getting started with Power BI, various chart types, Power BI interface overview, comparison of reports and dashboards, and building a basic Power BI report. Throughout the module, learners will progress from understanding Power BI fundamentals to applying their knowledge in creating meaningful visualizations.
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Transforming The Data Using Insights
This module, "Operations on Multiple Tables," covers essential techniques for handling and analyzing data across multiple tables. By delving into different cleaning techniques, students will gain proficiency in efficiently retrieving datasets that can be directly used for visualizations. The module goes beyond theoretical concepts by providing practical exercises using a real-world case study, allowing users to apply their problem-solving abilities in a hands-on manner. At the end of this module, students will discover how to enhance data models by gaining an understanding of Fact tables and Dimension tables. Upon completion of the module, students will be able to acquire the skills to effectively perform operations on multiple tables, ensuring clean, transformed, and relationship-driven data models for analysis.
Getting Started with DAX
In this module "DAX Operator", students will gain valuable skills to perform advanced calculations and data manipulations in Power BI. Students will explore various DAX functions and operators, understand their syntax and structure, and learn how to apply them effectively in Power BI. Additionally, they will also differentiate between calculated columns and measures, gaining insights into when to use each approach. In the end, students will have an in-depth understanding of the Row context and Filter context. Through practical examples and problem-solving exercises, students will develop a solid understanding of DAX fundamentals and their significance in data analysis.
Building Customized Reports and Dashboard
In this module, students will delve deeper and acquire skills and knowledge to create comprehensive reports and expanding their knowledge of utilizing DAX operators. They will learn essential skills to utilize diverse visualizations and address problem statements to deliver actionable insights. Furthermore, this module will emphasize the importance of designing and structuring the report to make it relevant for businesses. By mastering these skills, students will acquire the necessary tools to become an expert in the field of business intelligence and contribute to data-driven decision-making.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Emphasizes practical applications, which helps learners connect theory to real-world scenarios
Provides a comprehensive introduction to Power BI and data visualizations, which is standard in industry
Develops the skills and knowledge to create comprehensive reports and dashboards, which are core skills for business intelligence professionals
Taught by Analytics Vidhya, who are recognized for their work in data analytics
Covers DAX Operator, which is highly relevant to business intelligence and data analysis

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Insights of Power BI with these activities:
Review Power BI fundamentals
Revisiting key concepts from Power BI, including the interface overview and basic report creation, will enhance your understanding and ability to follow along with course materials.
Show steps
  • Explore the Power BI interface and its various features
  • Create a simple report using the provided dataset
Join a study group or online forum for Power BI users
Engaging with a community of Power BI users through a study group or online forum allows you to exchange ideas, ask questions, and learn from others' experiences, enhancing your learning journey.
Show steps
  • Find an active study group or online forum dedicated to Power BI
  • Introduce yourself and participate in discussions related to the course topics
Follow online tutorials on DAX operators
Finding and working through tutorials on DAX operators will strengthen your understanding of their application, helping you master advanced calculations and data manipulations in Power BI.
Show steps
  • Search for reliable and informative tutorials on DAX operators
  • Follow the steps and examples provided in the tutorials
  • Experiment with the DAX operators in your own reports and dashboards
Four other activities
Expand to see all activities and additional details
Show all seven activities
Organize and consolidate course materials
Taking the time to organize and compile your notes, assignments, quizzes, and exams will help you review and retain the key concepts covered throughout the course.
Show steps
  • Gather and review all course materials, including recorded lectures, readings, and assignments
  • Create a system for organizing and storing the materials, such as using folders or a note-taking app
Offer to help other students in the course as a mentor or tutor
Mentoring or tutoring fellow students not only reinforces your understanding of Power BI but also contributes to a positive learning environment within the course.
Show steps
  • Reach out to classmates or participate in online forums to offer your assistance
  • Provide guidance and support to other students who may be struggling with specific concepts
Contribute to open-source projects related to Power BI
Involving yourself in open-source projects related to Power BI provides an opportunity to apply your skills, learn from others, and contribute to the broader community.
Show steps
  • Identify open-source projects that align with your interests and skills
  • Contact the project maintainers to discuss potential contributions
Develop a presentation or demonstrate your Power BI skills to your team or a wider audience
Presenting or demonstrating what you've learned not only boosts your confidence but also aids in solidifying your understanding of the concepts and their practical applications.
Show steps
  • Identify an appropriate topic or case study to showcase your skills
  • Prepare your presentation or demonstration materials

Career center

Learners who complete Insights of Power BI will develop knowledge and skills that may be useful to these careers:
Statistician
Statisticians collect, analyze, and interpret data. The course Insights of Power BI can be very useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for statisticians to perform their job.
Data Analyst
Data analysts collect, clean, and analyze data to identify trends and patterns. The course Insights of Power BI can be very useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for data analysts to perform their job.
Business Analyst
Business analysts use data to identify and solve business problems. The course Insights of Power BI can be very useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for business analysts to understand the business and identify areas for improvement.
Teacher
Teachers use data to track student progress and identify areas for improvement. The course Insights of Power BI may be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for teachers to understand student performance and make informed decisions.
Data Engineer
Data engineers design and build the systems and infrastructure that store and process data. The course Insights of Power BI may be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for data engineers to understand the data and build systems to process it.
Data Scientist
Data scientists use data to build models and predict outcomes. The course Insights of Power BI may be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for data scientists to understand the data and build models.
Actuary
Actuaries analyze financial data and statistical principles to assess the risk and uncertainties in different business and financial scenarios. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for actuaries to perform risk assessments and make informed decisions.
Market Researcher
Market researchers collect and analyze data to understand consumer behavior. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for market researchers to understand the market and make informed decisions.
Strategy Consultant
Strategy consultants use data to help businesses make decisions about their strategy. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for strategy consultants to understand the business and make informed decisions.
Web Analyst
Web analysts use data to track website traffic and identify areas for improvement. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for web analysts to understand website traffic and make informed decisions.
Operations Research Analyst
Operations research analysts use data to improve business operations. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for operations research analysts to understand the business and identify areas for improvement.
Financial Analyst
Financial analysts use data to make investment decisions. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for financial analysts to understand the financial markets and make informed decisions.
Risk Analyst
Risk analysts use data to assess the risk and uncertainties in different business and financial scenarios. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for risk analysts to perform risk assessments and make informed decisions.
Product Manager
Product managers use data to make decisions about product development and marketing. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for product managers to understand the market and make informed decisions.
Quantitative Analyst
Quantitative analysts use data to make investment decisions. The course Insights of Power BI can be useful in this role, as it provides the skills to clean, transform, and visualize data, which are essential for quantitative analysts to understand the financial markets and make informed decisions.

Reading list

We've selected seven books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Insights of Power BI.
Provides comprehensive coverage of Power BI's advanced features and capabilities. It valuable resource for learners who want to learn how to use Power BI to solve complex data analysis and visualization problems.
Provides a collection of common DAX patterns that can be used to solve a wide range of data analysis problems. It valuable reference resource for learners who want to learn how to write efficient and effective DAX code.
Provides a collection of recipes for solving common data analysis and visualization problems in Power BI. It valuable resource for learners who want to learn how to use Power BI effectively and efficiently.
Provides comprehensive coverage of security in Power BI. It covers all aspects of security, from data encryption to user permissions. This book is valuable resource for learners who want to learn how to secure their Power BI environment.
Provides a comprehensive overview of Power BI, from its core concepts to advanced features. It valuable resource for learners who want to gain a strong foundation in Power BI and learn how to use it effectively for data analysis and visualization.
Provides a step-by-step guide to getting started with Power BI. It covers all the essential concepts, from installing Power BI to creating your first reports and dashboards. This book is valuable resource for learners who are new to Power BI and want to get up and running quickly.
Provides a comprehensive overview of data analysis techniques, from data collection to visualization. It valuable resource for learners who want to gain a strong foundation in data analysis and learn best practices for working with data.

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