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 our Data Science Project
Join Our Data Science Project Neuron
https://ineuron.ai/one-neuron/Data-science-Projects-Neuron?source=one_neuron_listing