Free 100 Days of Data Science Master Classes - 💫 Machine Learning for Data Science- 20: Percentile Technique & Winsorization in Outliers #theiscale

🚀 Welcome to Day 20 of our Machine Learning series with @theiScale GitHub Link for Day 20 Notes: https://github.com/TheiScale/30_Days_Machine_Learning/tree/main/Day19 ✨ Kickstart your career as a Data Analyst. Apply today! - https://www.theiscale.com/DataAnalytic?analytics=13 ❇️ Explore our Job Oriented Courses: https://www.theiscale.com/explore-course ➖➖➖➖➖➖ 📱 For Any Further Queries or Doubts? Contact- 7880-113-112 (Student Helpline Number) For any query connect in WhatsApp with us: https://wa.me/917880113112 ➖➖➖➖➖➖ ✳️ Join Telegram Channel- https://t.me/TheiScale ✳️ Join WhatsApp Channel- https://whatsapp.com/channel/0029VaB5ekEKQuJQV572vi2c ➖➖➖➖➖➖➖ 🔗 Download App Google Play: https://play.google.com/store/apps/details?id=com.logixhunt.ihhpet&pli=1 🚀 Welcome to Day 20 of our Data Science Journey! In this session, we delve into the fascinating world of outlier detection and management techniques: Percentile Method and Winsorization. 📊 Join us as we explore: • What is a Percentile Method? - Learn how to leverage percentile-based approaches to identify outliers within your dataset. • Outliers Example with Percentile - Dive into practical examples demonstrating how percentile methods can effectively pinpoint outliers in real-world data. • Trimming with Percentile Outliers Method - Understand the concept of trimming outliers using percentile-based techniques and its implications for data analysis. • What is Winsorization in Outliers? - Discover Winsorization, a powerful technique for handling outliers by capping extreme values while preserving the overall distribution. • Capping with Percentile Outliers Method - Explore how capping outliers through percentile methods can enhance data robustness and reliability. • Difference Between Trimming and Winsorizing Outliers - Gain clarity on the distinctions between trimming and Winsorization techniques, and when to employ each method for optimal outlier management. 🔗 Ready to elevate your data analysis skills? Join us live at this link and take your understanding of outliers to the next level! Don't miss out on this insightful session packed with practical insights and techniques. Hit the link, tune in, and let's master outlier detection together! 📈💡 #DataScience #Outliers #Winsorization #PercentileMethod Don't forget to subscribe to our channel and turn on notifications to stay updated on our daily machine learning tutorials. Let's continue our journey towards mastering machine learning together! #machinelearning #datascience #Outliers #IQR #30DaysOfML #theiscale #iscale #dataanalytics #skills #career Don't miss out on any of our daily videos in this series! Subscribe now and hit the notification bell to stay updated. Let's master data analysis together!