Sunday, 12 January 2025

Machine learning full roadmap

  1.Deep learning specilization deeplearning.ai

link-link

(do a research what is transfer learning)

2. machine learning ka youtube ka course -> oehle freecodecamp se baad m wscune ka video bhi delh sakta hai usne aur vast topic cover kiya hai 

link-link machine    COMPLETED ON MARCH /1/2025

3.deep learning ka pytorch wala ya tensorflow wala 

link-deep learning tensorflow part 1

deep learning pytorch     

6.ye pleaylist kar le deep learning -:link     

5.(deep learning ke liye ye video bhi dekh sakta hai commenet ache the time ile toh dekh liyo-:link)

6. neural network zero to hero best (link)

7. course for tensorflow cnn nlp basic and handon : link

4.machine learning ka zero to hero wali playlist bhi kar sakta hai

link - link zero to hero

5. nlp coursera course 

link - nlp

7. computer vision 

link -computer vision youtube

6. rienforcement leraning ->sum standford ka ek course bh hai vo bhi kar sakta hai 

link-corsera

link-youtube 

10.     NLP KARNI HAI TOH 

LINK-: NLP YOUTUBE

11.CNN convolutional neural network : link
12. computer vision ke liye pehle vo course kar yhen open cv sikh sakta hai : link                               13. computer vision ke course dekh youtube pe search kar 
14. llm ka course hai best dikh raha hai: link             15 transformer     link to nlp transformer 
16.transformer pytorch course last m karna :link      

SO STANFORD KA YOUTUBE COURSE FOR NLP -: NLP STANFORD 

Eda analysis ke liye ek video hai dekh sakta hai chahe toh : https://www.youtube.com/watch?v=FNLLxYcUnow&t=11467s

20.ye genrative ai ka youtube isme bert bhi hai : link

21. Gans ka course hai ye :link

22. ye roadmap nitish sir ke last video ke comment m :My AI Journey from CampusX:

- Maths for Machine Learning - 100 Days of Machine Learning - 100 Days of Deep Learning - Introduction to NLP - Generative Adversarial Networks - 100 Days of MLops - 100 Most Common Interview Questions on Machine Learning - Machine Learning Projects - Deep Learning Projects

1. yolo turotial for obj detection and car detection ye video ya ye search maar ke aur video hai unhe dekh : https://www.youtube.com/watch?v=WgPbbWmnXJ8



2.ye kar bhai dhang se unet ki video hai  : https://youtu.be/ceUvzxgyop0?si=ZHCRV-x8tf2002nX

3. Machine learning ka model gridcsv ko use karna isme :https://chatgpt.com/share/6849d962-7afc-800a-af2c-e7ddbde59b6a



books for deep leArning :   ddep lerning book

3. Langraph full video course chek kar 

4. Chagpt ko built karne ke liye :https://youtu.be/7xTGNNLPyMI?si=yRDGyaHmJtcfFQc4



5. regex sikhne ke liye :https://youtu.be/AEE9ecgLgdQ?si=Ud-6yqqNjbENqdoC



6. Computer Vision playlist for basic to project -: link  

7. Generative Ai -: Full video comments good do it after llm playlist -: Link

8. Geerative ai langchain + agentic ai = campusc ki playlist se 

9. FastApi campusx

10.MCP=campusx

11. Project -: face detection important: link

12.Project-:sentiment analysis-:link                                             13. LLM huggine face and fine tunning and iss channel pe aur bhi bahut kuch : link

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df.corr().stack() or unstack()

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