mks999/The-Grand-Complete-Data-Science-Materials

The Grand Complete Data Science Guide With Videos And Materials by Krish Naik

The Grand Complete Data Science Guide With Videos And Materials

1. Complete Python Playlist For Data Analytics And Data Science

• 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

2. Complete Stats Playlist For Data Analytics And Data Science

• Stats In English One Shot: https://www.youtube.com/watch?v=LZzq1zSL1bs
• Stats In English Detailed Playlist: https://www.youtube.com/watch?v=zRUliXuwJCQ&list=PLZoTAELRMXVMhVyr3Ri9IQ-t5QPBtxzJO
• Stats In Hindi Detailed Playlist: https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ

3. Complete SQL For Data Analytics And Data Science

• Complete SQl Detailed Playlist English: https://www.youtube.com/watch?v=us1XyayQ6fU&list=PLZoTAELRMXVNMRWlVf0bDDSxNEn38u9Cl
• Complete SQL Detailed Playlist Hindi : Coming Soon
• Complete SQL One Shot : Coming Soon

4. Git And Github Tutorials

• Git and Github Tutorials In English: https://www.youtube.com/watch?v=GW7B6vwktPA&list=PLZoTAELRMXVOSsBerFZKsdCaA4RYr4RGW
• Git and Github Tutorials In Hindi: https://www.youtube.com/watch?v=8KtY8ihZ8ME

5. EDA And Feature Engineering And Feature Selection

• Feature Engineering Detailed Playlist: https://www.youtube.com/watch?v=6WDFfaYtN6s&list=PLZoTAELRMXVPwYGE2PXD3x0bfKnR0cJjN
• Feature Selection Detailed Playlist: https://www.youtube.com/watch?v=uMlU2JaiOd8&list=PLZoTAELRMXVPgjwJ8VyRoqmfNs2CJwhVH
• EDA Detailed Playlist : https://www.youtube.com/watch?v=F-X82zhIfBo&list=PLxvLUL96MOO6F8x2fLgFlNrJVcKPQuS3a

6. Machine Learning Playlist

• Detailed ML Playlist In English: https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe
• New ML Playlist 2023 In English(In Progress)- https://www.youtube.com/watch?v=ip4WxEZwEPc&list=PLZoTAELRMXVPMbdMTjwolBI0cJcvASePD
• Machine Learning One Shot In English: https://www.youtube.com/watch?v=JxgmHe2NyeY
• Machine Learning Playlist In Hindi: https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ

7. Complete Deep Learning And NLP Playlist:

• Complete Deep Learning And NLP Detailed Playlist In English: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi
• Complete NLP Live Playlist English: https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn
• Complete Deep Learning And NLP Playlist Hindi: Coming soon

8. Important Frameworks for Production Deployments

• Flask Detailed Playlist In English: https://www.youtube.com/watch?v=4L_xAWDRs7w&list=PLZoTAELRMXVPBaLN3e-uoVRR9hlRFRfUc
• Flask One Shot Hindi: https://www.youtube.com/watch?v=KF-rDqQfqz0
• Gradio Framework: https://www.youtube.com/watch?v=wruyZWre2sM
• BentoML: https://www.youtube.com/watch?v=i_FtfdOKa2M
• MLFLOw and Dagshub: https://www.youtube.com/watch?v=qdcHHrsXA48

9. Complete AWS Sagemaker And Sagemaker Studio Tools

• Sagemaker Detailed Playlist: https://www.youtube.com/watch?v=LkR3GNDB0HI&list=PLZoTAELRMXVONh5mHrXowH6-dgyWoC_Ew
• Sagemaker End to End Projects- Coming Soon

10. Complete MLOPS tutorials

• Complete Dockers In One Shot English: https://www.youtube.com/watch?v=8vmKtS8W7IQ
• MLFLOW End to End Tutorials With Deployment: https://www.youtube.com/watch?v=pxk1Fr33-L4
• Evidently AI Model Monitoring: https://www.youtube.com/watch?v=cgc3dSEAel0
• Complete Docker In One Shot Hindi: Coming soon
• Complete Github Action In English: Coming soon
• Complete Kubernetes And Kubeflow Tutorials: Coming Soon

11. End To End ML,DL and NLP Projects- Entire Lifecycle Till Deployment Using Open Source Tools

• End To End ML Projects Playlist In English: https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&index=1
• End To End ML Playlist In Hindi: https://www.youtube.com/watch?v=NuwUnRpxq2c&list=PLTDARY42LDV7jzL_f68SY-eOQ9tY2lYvR

12. Generative AI And Open AI Playlist:

• OPENAI Playlist English(In Progress): https://www.youtube.com/watch?v=CbpsDMwFG2g&list=PLZoTAELRMXVMTWGW9iS45ZTcMsntos6VO
• Langchain Playlist(In Progress): https://www.youtube.com/watch?v=_FpT1cwcSLg&list=PLZoTAELRMXVORE4VF7WQ_fAl0L1Gljtar
• ChainLit Playlist (In Progress)

13. Pyspark Complete Tutorials

• Pyspark Detailed Playlist: https://www.youtube.com/watch?v=WyZmM6K7ubc&list=PLZoTAELRMXVNjiiawhzZ0afHcPvC8jpcg

14. Complete Data Science,Machine Learning And Deep Learning Interview Questions

https://github.com/iNeuronai/interview-question-data-science-

Internships

https://internship.ineuron.ai/

Data Science TrackerSheet For Learning

https://drive.google.com/file/d/18doA_wMja2nAawcE6imIcfnEMf-Pir2n/view

Youtube Channels For Referring All Videos. Consider Subscribing and pressing the bell icon.

• Krish Naik : https://www.youtube.com/@krishnaik06
• Krish Naik Hindi: https://www.youtube.com/@krishnaikhindi
• Success Stories By Krish(Coming up): https://www.youtube.com/channel/UCNSHtBgZ3dhcpv190JrK_LQ
• Support Channel and Join this channel to get access to perks: https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join