End To End Data Science Playlist- Get Prepared With Industry Ready Projects - Tutorial 5-End To End ML Project-Data Transformation Implementation Using Pipelines

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Keywords

yt:cc=on how to handle categorical features in ml project how to handle msising vvalues standard scaling for numerical features data transformation using pipelines krish naik machine learning projects

Full Transcript

In this videos we will be implementing the data transformation where we will be performing necessary tasks such as handling categorical values,handling missing values standard scaling using pipelines and saving the pickle in the artifact folder. Project Code: https://github.com/krishnaik06/mlproject Join iNeuron's Data Science Masters Course with Job Guaranteed Starting From April 3rd 2023 https://ineuron.ai/course/Full-Stack-Data-Science-Masters Timelines --------------------------------------------------------------------- 00:00:01 Agenda 00:01:44 Import necessary libraries 00:05:06 Data Transformation Config 00:08:16 Create Data Transformer using Pipeline 00:18:10 Initiate Data Transformation 00:27:33 Test Data Transformation and Ingestion Join this channel membership to get access to materials: https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join check out the end to end project playlist https://youtube.com/playlist?list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG Check Out My Other Playlist Python Playlist: Python In English:https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVNUL99R4bDlVYsncUNvwUBB Python In Hindi: https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v Stats Playlist: English 7 Days Statistics Live Session :https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay Hindi: Stats Playlist: https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ Complete ML Playlist: https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe Hindi: ML Playlist: https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ 5 DaysLive Deep Learning Playlist: https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns Complete Deep Learning Playlist: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi

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