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

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