Learning Power Query in Power BI for Data Analysis

Most people think Power BI is just about charts… But in reality, the real power is in DATA MODELING. I recently worked on a project where: Data was coming from multiple sources Reports were slow and inconsistent After redesigning the data model: Report performance improved KPIs became more reliable Decision-making became faster Lesson: If your data model is weak, your insights will be wrong. Now I focus more on building strong data models before jumping into visuals. #PowerBI #DataAnalytics #BusinessIntelligence #SQL #DataModeling

Building a good data model is absolutely crucial and critical for data analytics. In my view, it’s the most important thing you can do in Power BI. It is all about having a solid foundation. Models contain • Fact tables & • Dimension tables A well-designed model should: • Use a star schema with one-to-many (1:*) relationships • Contain relationships with one-way filters • Include tables that each serve a clear purpose • Only include the data needed for analysis (no redundant or unnecessary fields) When your model is structured properly, analysis becomes more reliable. If you get your data model right, everything becomes easier — DAX, visuals, and insights. If you ignore it, you will keep fixing problems that should not exist. #PowerBI #DataModeling #DAX Adewale Yusuf

📊 Big Data isn’t just about volume—it’s about value. With tools like Power BI and SQL, businesses are turning complex data into clear strategies. In today’s world, those who understand data… lead the future. 🚀 #BigData #DataAnalytics #PowerBI #SQL #DataDriven

Data modeling in Power BI offers several advantages that enhance data analysis and reporting capabilities. Here are the top 5 benefits: #PowerBIConsultant #PowerBIFreelancing #PowerBIdeveloper #PowerBIDatamodeling #PowerBITraining

“Data Analysts just build dashboards…” That’s the biggest myth. Real work looks like this :- 🔹 Understanding the problem 🔹 Cleaning messy data 🔹 Writing SQL 🔹 Finding insights 🔹 Communicating clearly 🔹 THEN building dashboards Truth is 80% of the work happens before visualization. #DataAnalytics #DataAnalyst #SQL #PowerBI #BusinessIntelligence #DataScience #Analytics #LearningJourney #CareerGrowth #DataVisualization #DAX #Dashboards

Day 25/180 Data Modeling in Power BI I have come to realize that strong dashboards start with strong data models. In Power BI, relationships help connect tables so filters can flow properly, and Microsoft recommends using star schema design with fact and dimension tables. My key takeaway A great report is only as good as the model behind it. #AdaoraBecomesABusinessAnalyst #180DaysOfConsistency #PowerBI #DataModeling #BusinessAnalysis

One of the more interesting aspects of data analytics I’ve explored is working with date and time-based data. Through ALX, I’ve learned how important time is in analysis — whether it’s: Tracking trends over time Comparing performance across periods Extracting meaningful insights from time-stamped data Handling dates correctly is critical because even small errors can completely change the outcome of an analysis. This has strengthened my attention to detail and improved how I approach time-based datasets in Power BI and SQL. #DataAnalytics #PowerBI #SQL #DataInsights #TimeSeries

Part-4 Power BI Beginner Guide 🔥 Start Data Analytics Today 🚀 Want to start your journey into Data Analytics? Power BI is one of the most powerful tools to turn raw data into meaningful insights. 🎥 Watch here: https://lnkd.in/dmframAQ 💡 Why Power BI matters Today, companies don’t just need data- they need insights they can act on. 📊 What Power BI helps you do: ✔ Connect and clean data from multiple sources ✔ Build interactive dashboards ✔ Create visuals that tell a story ✔ Make faster, data-driven decisions 🎯 Beginner truth You don’t need to be a programmer to start. You just need the right direction + practice. ⚡ My takeaway Data Analytics is no longer optional- it’s a must-have skill for career growth in every domain. 🚀 Start small, stay consistent, and build real projects. 💬 Are you just starting with Power BI or already exploring dashboards? SIC Edutech Amit kumar Rajan Adarsh Hunare Gagan Deep #PowerBI #DataAnalytics #ExcelToPowerBI #DataVisualization #Analytics #LearnPowerBI #Dashboard #DataScience #CareerGrowth #MicrosoftPowerBI #DataSkills

⚠️ If your Power BI report feels slow or confusing… your Data Model might be the real issue. Most developers focus on visuals, but the real power lies in data modeling. In this video, I’ve explained everything in a simple & practical way 👇 ✔️ Identifying Fact & Dimension tables ✔️ Creating relationships in Power BI ✔️ Understanding Cardinality ✔️ Filter flow direction (very important!) ✔️ Active vs Inactive relationships ✔️ Key points to remember while building a data model ✔️ Performance optimization tips No heavy theory — just concepts you can actually use in your projects. 🎥 Watch here: https://lnkd.in/gity_Vye If you’re working with Power BI, this will definitely help you level up 🚀 #PowerBI #DataModeling #DataAnalytics #BusinessIntelligence #Developers #Learning #DataEngineer