#Data Modeling

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#Data Modeling Reel by @jessramosdata (verified account) - Comment "project" for my full video that breaks each of these projects down in detail with examples from my own work. If you're using the Titanic, Ir
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@jessramosdata
Comment “project” for my full video that breaks each of these projects down in detail with examples from my own work. If you’re using the Titanic, Iris, or COVID-19 dataset for data analytics projects, STOP NOW! These are so boring and over used and scream “newbie”. You can find way more interesting datasets for FREE on public data sites and you can even make your own using ChatGPT or Claude! Here are the 3 types of projects you need: ↳Exploratory Data Analysis (EDA): Exploring a dataset to uncover insights through descriptive statistics (averages, ranges, distributions) and data visualization, including analyzing relationships between variables ↳Full Stack Data Analytics Project: An end-to-end project that covers the entire data pipeline: wrangling data from a database, cleaning and transforming it. It demonstrates proficiency across multiple tools, not just one. ↳Funnel Analysis: Tracking users or items move from point A to point B, and how many make it through each step in between. This demonstrates a deeper level of business thinking by analyzing the process from beginning to end and providing actionable recommendations to improve it Save this video for later + send to a data friend!
#Data Modeling Reel by @hustleuphoney - Day 1 of becoming a PRO Data Engineer starts NOW! Ever wondered why we even need data modeling? Let me show you with one simple kitchen example If y
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@hustleuphoney
Day 1 of becoming a PRO Data Engineer starts NOW! Ever wondered why we even need data modeling? Let me show you with one simple kitchen example If your data looks like a messy drawer… your queries are gonna suffer 💥 Let’s fix that, one table at a time! 📊 ➡️ Follow for my daily learning journey 💬 Drop a “🔥” if you’ve ever worked with messy data 📌 Save this for your next data study session! #DataEngineering #NoobToPro #Day1 #DataModeling #LearnSQL #AzureDataEngineer #viralreels #switch #corporate #DataEngineerJourney #StudyWithMe #TechContent #ReelStudy #ViralLearning #ReelTips #RelatableContent
#Data Modeling Reel by @chrisoh.zip - The best projects serve a real use case Comment "data" for all the links and project descriptions #tech #data #datascience #ml #explore
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@chrisoh.zip
The best projects serve a real use case Comment “data” for all the links and project descriptions #tech #data #datascience #ml #explore
#Data Modeling Reel by @dhanyindraswara (verified account) - Data modeling in Power BI is like building a "map" for your data so tables can talk to each other. With the right relationships (for example, using a
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@dhanyindraswara
Data modeling in Power BI is like building a “map” for your data so tables can talk to each other. With the right relationships (for example, using a Product Key), your visuals become more accurate, structured, and easier to analyze. When the data structure is solid, Power BI from Microsoft isn’t just about good-looking dashboards, it delivers real insights. #PowerBI #DataModeling #BusinessIntelligence
#Data Modeling Reel by @maggieindata (verified account) - Comment PROJECT to access my step-by-step Python tutorial that anyone can follow to build your very first geospatial dashboard web app! 🌍📊 A good n
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@maggieindata
Comment PROJECT to access my step-by-step Python tutorial that anyone can follow to build your very first geospatial dashboard web app! 🌍📊 A good number of portfolio projects is 3–5, and the types of projects you choose should reflect the kind of data role you’re going after. A data analyst portfolio should look very different from a machine learning engineer one. Even within data science, a product/decision data scientist portfolio should focus on A/B testing and metrics storytelling—while an algorithm data scientist portfolio might highlight modeling and experimentation. ✨ Especially if you’re building your very first project, prioritize: 🌱 Real-world messiness (not polished Kaggle sets) 🌱 Business context and decision-making 🌱 Clear documentation (what you did and why) 🌱Visuals to help your work stand out No one’s asking for perfection—they want to see how you think. #datascienceportfolio #dataanalyst #learnpython #codingjourney #techcareers
#Data Modeling Reel by @thephdstudent (verified account) - Data visualisation book recommendation for anyone who wants to turn data into interactive stories, not just static charts 📊🌍💻 ✨ Teaches you how to
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@thephdstudent
Data visualisation book recommendation for anyone who wants to turn data into interactive stories, not just static charts 📊🌍💻 ✨ Teaches you how to move from spreadsheets to web-based visualisations ✨ Covers tools like Google Sheets, Datawrapper, Tableau Public, Chart.js & Leaflet ✨ Perfect if you want to communicate data clearly — even without heavy coding ✨Open-source so freely available online 📌 Hands-On Data Visualization: Interactive Storytelling from Spreadsheets to Code — Jack Dougherty & Ilya Ilyankou 💭 Summary: This book shows you how to clean, analyse, and visualise data using practical tools — starting with spreadsheets and moving into customisable web-based charts and maps. It’s especially useful if you want to share your work online and make your data interactive, not just informative. If you’re learning data science, bioinformatics, or just want to present your work better, this is a great place to start 🤍 📌 Save this for later — I’ll be sharing more recommendations soon. #womeninstem #datavisualization #datascience #bioinformatics #tech
#Data Modeling Reel by @penelope_data - 10 datasets for your data portfolio. Which one are you gonna try first? #data #students
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@penelope_data
10 datasets for your data portfolio. Which one are you gonna try first? #data #students
#Data Modeling Reel by @askdatadawn (verified account) - You better know these ML models if you want to be a Data Scientists. The holy grail fundamentals! #machinelearning #datascience #python
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@askdatadawn
You better know these ML models if you want to be a Data Scientists. The holy grail fundamentals! #machinelearning #datascience #python
#Data Modeling Reel by @aasifcodes (verified account) - Comment "Statistics" and I'll share the link. This website is a complete guide to learning statistics for machine learning. You'll find everything i
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@aasifcodes
Comment “Statistics” and I’ll share the link. This website is a complete guide to learning statistics for machine learning. You’ll find everything in one place, from basic probability to regression analysis. It covers topics like probability distribution, compound probability, and statistical inference in a clean, visual way. The best part is its interactive UI. You can experiment with real examples, like simulating a coin toss 100 times, to see how probabilities actually work. It helps you move from memorizing formulas to understanding how data behaves. If you’ve been struggling with statistics, this website will make it simple and engaging to learn. 💡 Comment “Statistics” and I’ll share the link.
#Data Modeling Reel by @datawithashok (verified account) - ❌ 50 projects ki zarurat nahi hoti ✅ Sirf 3 REAL-WORLD projects are more than enough to become a Data Analyst If you can explain business problem → d
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@datawithashok
❌ 50 projects ki zarurat nahi hoti ✅ Sirf 3 REAL-WORLD projects are more than enough to become a Data Analyst If you can explain business problem → data → insight → impact, recruiters listen. 📌 These are the 3 projects I recommend to EVERY analyst: 🏥 Healthcare Analytics Predicting hospital readmissions for diabetes patients 📊 Dataset: UCI ML Repository 🛍 Retail & Marketing Analytics Customer segmentation & growth strategy 📈 Dataset: Kaggle (Retail Sales + Marketing Trends) 💰 Financial Operations Analytics Revenue forecasting, churn & profitability analysis 📉 Dataset: Kaggle – Brazilian E-Commerce (Olist) Build these properly and you’ll stand out from 90% of applicants. 💬 Comment PROJECT if you want full roadmap & execution strategy 🔖 Save this reel! you will need it later!!
#Data Modeling Reel by @fitwit_krish (verified account) - Ep44- Stop learning everything!! Are you learning everything in data analytics?? that'sthe biggest mistake and the reason people stay stuck with out
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@fitwit_krish
Ep44- Stop learning everything!! Are you learning everything in data analytics?? that’sthe biggest mistake and the reason people stay stuck with out getting a job. Interviews don’t test random topics. They test specific skills. Right tools and project scenario based knowledge. As an experienced data analyst with over 8 years of experience i have created a detailed pdf from my data analyst journey on which topics needs to be covered. Which needs to be ignored. How to prepare your own project based portfolio. Answer questions with right tools and skill. Below are the details included in pdf. ✔️ What to learn (and what to skip) ✔️ Skills interviewers actually ask ✔️ Role-wise roadmap (Fresher → Job ready) ✔️ Project clarity + interview direction This is only for serious learners. Hence i made it as a paid one which costs a minimal fee. Follow and comment EP-44. I’ll send you the link directly. [data analytics, journey, road map, data analyst, jobs] #dataanalyst #journey #roadmap #skills #growth
#Data Modeling Reel by @data_with_anurag (verified account) - 🚨 Want to become a Data Analyst but don't know where to start? 👀 I've got you covered - Microsoft has launched a dedicated learning path with free
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@data_with_anurag
🚨 Want to become a Data Analyst but don’t know where to start? 👀 I’ve got you covered — Microsoft has launched a dedicated learning path with free resources to help you master Data Analytics step by step! 📊 💬 Comment “DATA” and I’ll DM you the complete roadmap + official Microsoft resources. ✅ Beginner to advanced topics covered ✅ 100% FREE learning materials ✅ Certificate-ready path to build your career 🔥 This is your sign to start learning data analytics the right way — straight from Microsoft! 🚀

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