Data Scaling in Python | Minmax Scaler |Standard Scaler|Robust Scaler |Python Tutorial| IvyProSchool

Scaling data is an important step in the data preprocessing. In this video, we will learn how to perform it on the given data with different methods like minmax scaler, standard scaler and robust scaler. Scaling refers to the process of transforming the input data to have a specific range or distribution. If not scaled, the feature with a higher value range starts dominating the algorithms. Since different features in the data may have different scales, and some machine learning algorithms are sensitive to the scale of the input data. By scaling the data, we can ensure that all features have a similar scale, which can improve the performance of the machine learning model. 00:00 Introduction 00:30 Data Scaling and its need 02:46 Importing python packages and dataframe 03:21 Feature Engineering 03:56 Scaling the data 04:10 MinMax Scaler 07:43 Standard Scaler 09:59 Robust Scaler 12:14 Conclusion #datascaling #pythontutorial #minmax #standardscaler #robustscaler #python #datawithivy ❓Interested in a Data Science or Data Engineering career? Check out the Ivy Pro School’s top ranked Nasscom, Govt. of India and IBM accredited Data Science and Data Engineering courses: https://ivyproschool.com/ ❓Why should you learn Data Science today? https://www.youtube.com/watch?v=pQFwcd-r-Pg ❓Are you a Fresher? Watch this video to know the Data Science Journey for Freshers: https://www.youtube.com/watch?v=Xx4CcAEUV2c ✅Don’t forget to Subscribe to Ivy Pro School’s YouTube Channel: https://www.youtube.com/channel/UCDxAYHFZPY3508aftqW6Grg?sub_confirmation=1 ✅Learn from Ivy Pro School’s Data Science and Data Engineering Students’ Success Stories : https://www.youtube.com/playlist?list=PL6ajVQ6jyjvCXW4Xfcn_XYXsSzfggBsW1 Liked the video? Check out below more playlists on Data Science and Data Engineering learning tutorial, alumni interview experiences, live data science case studies,etc: ⏩Students Share Interview Experiences- https://youtube.com/playlist?list=PL6ajVQ6jyjvBne1iy2SkQs_g-E4Ee-ehn ⏩Data Cleaning using excel- https://youtube.com/playlist?list=PL6ajVQ6jyjvDOEdgM1TM_6zi8i9vkd6Ih ⏩SQL Interview questions solved in Hindi - https://youtube.com/playlist?list=PL6ajVQ6jyjvCsVxAVALBuYL0g9aKFVhkE ⏩PowerBI Tutorials - https://youtube.com/playlist?list=PL6ajVQ6jyjvC3asMS9NKP48_SfoadiYgw ⏩Industry case studies and projects by students - https://youtube.com/playlist?list=PL6ajVQ6jyjvBNzNS9GBB1QfiNzRJ--F1t ⏩Data Science for Beginners - https://youtube.com/playlist?list=PL6ajVQ6jyjvAgu1bLmexOfYgW7DaJ_3te ⏩Excel VBA tutorial - https://youtube.com/playlist?list=PL6ajVQ6jyjvAQmJhulbREz7JYE8yAuZCB ⏩Excel Tutorials by Eeshani Agrawal - https://youtube.com/playlist?list=PL6ajVQ6jyjvDWWeqOfgt4UN1dhnxw9IOY ⏩Tableau Tutorials by Eeshani Agrawal - https://youtube.com/playlist?list=PL6ajVQ6jyjvBQFKXzpMbhdBp1Lb3zgPvl For more updates on courses and tips don’t forget to follow us on: - Instagram: https://www.instagram.com/ivyproschool/ - LinkedIn: https://www.linkedin.com/school/ivy-professional-school/ - Facebook: https://www.facebook.com/ivyproschool/ - Twitter: https://twitter.com/ivyproschool/ - Telegram: https://t.me/learndswithexperts Want to take a Data Science Course with Ivy Professional School - visit us at https://ivyproschool.com You can call us at +91-7676882222 or mail to [email protected].