DATA SCIENCE on Instagram: "90% of data science is data cleaning — and most people skip it." ➥ Beginners: Start with pandas, missing values, type conversions ➥ Intermediates: Learn outlier handling, encoding, and feature creation ➥ Advanced:Predictive imputation, and scaling for ML models. Learn to clean like an engineer, not like a beginner. Follow @data.science.beginners #datascience #machinelearning #python #artificialintelligence #ai #data #dataanalytics #bigdata #programming #coding #datasc

DATA SCIENCE on Instagram: "Start with Power BI — the most in-demand tool for building dashboards, analyzing data, and telling powerful stories 📊 Here’s your 4-week roadmap to master: ✅ Data cleaning with Power Query ✅ Data modeling + DAX formulas ✅ Interactive dashboards ✅ Publishing on Power BI Service All in just 40–50 hours with FREE resources & real projects! 🎯 Perfect for beginners, job seekers & career switchers. 📌 Save this roadmap 🔁 Share with a friend Follow @data.science.beginners