Srijit Mukherjee
Srijit Mukherjee
  • 35
  • 20 049
(25 minutes Crash Course) LSTM Neural Networkর অঙ্কটা Scratch থেকে বুঝুন!
Get the important links below:
* colah.github.io/posts/2015-08-Understanding-LSTMs/
* medium.com/analytics-vidhya/lstms-explained-a-complete-technically-accurate-conceptual-guide-with-keras-2a650327e8f2
* web.stanford.edu/~jurafsky/slp3/8.pdf
Please feel free to ask questions in the comments!
มุมมอง: 547

วีดีโอ

এই Random Variable জিনিস টা কি?
มุมมอง 3502 หลายเดือนก่อน
এই Random Variable জিনিস টা কি?
(Indian) MSc Statistics Data Science Top 5 টা Entrance Examinations
มุมมอง 2482 หลายเดือนก่อน
পরীক্ষা হলো এইগুলো Statistics * ISI MStat Entrance * IIT JAM MS Entrance * CUET PG Stat Entrance Data Science * CMI MSc DS * ISI MSQMS Statistics students দের দুটোই Statistics and Data Science entrances দেওয়া উচিৎ! ISI তে একটাই পরীক্ষা দেওয়া যায়।
Probability দিয়ে amoeba র বংশ বোঝা
มุมมอง 3212 หลายเดือนก่อน
ভালো লাগলে like ও subscribe করবে। সবার জন্য একটা Food for Thought Question ও উপহার দিলাম।
LlamaPAPdf | Personalized Annotated PDF Summary using Llama3.1
มุมมอง 1472 หลายเดือนก่อน
Github: github.com/mukherjeesrijit/annotated-pdf-summary/tree/main Annotated PDF Summary is a web application designed to process and summarize annotated PDF documents using advanced language models. This app enables users to upload PDFs, extract and organize comments and text, generate summaries, and download the results in Markdown format. It's beneficial for research purposes, where users mu...
Personal Adaptive Learning App using Llama3.1
มุมมอง 1932 หลายเดือนก่อน
Github: github.com/mukherjeesrijit/adaptivelearner The Personal Adaptive Learner is a Streamlit application designed to help users learn and practice coding problems in a personalized manner. The app leverages LangChain's LLM to generate coding problems based on user proficiency and selected topics. Users can solve problems, track their proficiency, and visualize their learning progress. Featur...
Probability and Statistics for Data Science | Delhi University
มุมมอง 933 หลายเดือนก่อน
Probability and Statistics for Data Science | Delhi University
(Part 1) Using GenAI to Solve IIT JAM MS, ISI MStat, CMI MSc DS Problems
มุมมอง 1533 หลายเดือนก่อน
(Part 1) Using GenAI to Solve IIT JAM MS, ISI MStat, CMI MSc DS Problems
(Part 2) Using GenAI to Solve IIT JAM MS, ISI MStat, CMI MSc DS Problems
มุมมอง 1113 หลายเดือนก่อน
(Part 2) Using GenAI to Solve IIT JAM MS, ISI MStat, CMI MSc DS Problems
How to approach a Data Science Project? | Srijit Mukherjee
มุมมอง 2203 หลายเดือนก่อน
How to approach a Data Science Project? | Srijit Mukherjee
Build your Own Free Math Image to Solution App using Llama 3 | My First LLM Application
มุมมอง 4595 หลายเดือนก่อน
(Github and Colab Links are given below) The app is built using Pix2Text and Llama3 with the help of Unsloth. Pix2Text converts the image into text and LaTeX code, while Llama3 with a prompt tries to solve your problem step by step. Please remember that the model can sometimes generate incorrect answers, so verifying the solutions is advisable. However, the model can provide useful insights int...
A 2-hour tutorial on how to build a BabyGPT2 from scratch step by step
มุมมอง 2.2K5 หลายเดือนก่อน
This was a tutorial by me at the Computer Science Society of India workshop 2024. I am including the presentations and the codes involved in the description here. The code is humbly borrowed from Andrej Karpathy's work of NanoGPT. LinkedIn Profile: www.linkedin.com/in/srijit-mukherjee/ Baby GPT: colab.research.google.com/drive/1IMKQCZmMVyd95shco5hF5bx5TVcvjLhi?usp=sharing GPT Architecture Tutor...
Why do ResNets work so well? | Paper Reading | Build an Architecture | Tutorial
มุมมอง 2756 หลายเดือนก่อน
Papers discussed in the video: - Deep Residual Learning for Image Recognition: arxiv.org/abs/1512.03385 - The Shattered Gradients Problem: If resnets are the answer, then what is the question?: arxiv.org/abs/1702.08591 #datascience #stats #statistics #machinelearning #deeplearning #dataanalytics #dataanalysis
Tutorial 1: Character to Numeric Sequence and Vice Versa
มุมมอง 2876 หลายเดือนก่อน
Tutorial 1: Character to Numeric Sequence and Vice Versa
Introduction, Tutorial Plan, Andrej Karpathy, and Sebastian Raschka
มุมมอง 2006 หลายเดือนก่อน
Introduction, Tutorial Plan, Andrej Karpathy, and Sebastian Raschka
Dr. Romit Maulik | Building a Research Career in Scientific Machine Learning
มุมมอง 32510 หลายเดือนก่อน
Dr. Romit Maulik | Building a Research Career in Scientific Machine Learning
Logistic Regression Loss Function
มุมมอง 6211 หลายเดือนก่อน
Logistic Regression Loss Function
Introduction to Supervised Learning | Srijit Mukherjee
มุมมอง 22ปีที่แล้ว
Introduction to Supervised Learning | Srijit Mukherjee
The Two Fundamental Questions | Srijit Mukherjee
มุมมอง 33ปีที่แล้ว
The Two Fundamental Questions | Srijit Mukherjee
Data Alone is Powerless | Srijit Mukherjee
มุมมอง 94ปีที่แล้ว
Data Alone is Powerless | Srijit Mukherjee
Fundamental of Supervised Learning | Srijit Mukherjee
มุมมอง 255ปีที่แล้ว
Fundamental of Supervised Learning | Srijit Mukherjee
Introduction to Machine Learning | Srijit Mukherjee
มุมมอง 436ปีที่แล้ว
Introduction to Machine Learning | Srijit Mukherjee
Impact of NEP on Indian Education | Dr. Manisha Modak
มุมมอง 132ปีที่แล้ว
Impact of NEP on Indian Education | Dr. Manisha Modak
Carve a Career in Stat, DS, & ML | Dr Tanujit Chakraborty | Sourav Nandi | Srijit Mukherjee
มุมมอง 1.2Kปีที่แล้ว
Carve a Career in Stat, DS, & ML | Dr Tanujit Chakraborty | Sourav Nandi | Srijit Mukherjee
Care & Cure with Data | For Medical Professionals | Srijit Mukherjee
มุมมอง 273ปีที่แล้ว
Care & Cure with Data | For Medical Professionals | Srijit Mukherjee
The Math behind Transformers | Srijit Mukherjee | Computer Vision | Natural Language Processing
มุมมอง 9Kปีที่แล้ว
The Math behind Transformers | Srijit Mukherjee | Computer Vision | Natural Language Processing
A Framework to take your decisions | Abhimanyu Gupta | Srijit Mukherjee | The SMShow
มุมมอง 184ปีที่แล้ว
A Framework to take your decisions | Abhimanyu Gupta | Srijit Mukherjee | The SMShow

ความคิดเห็น

  • @pyazkachori123
    @pyazkachori123 2 หลายเดือนก่อน

    I don't know Bengali, but the way you explained it, I understood what you said. 👏

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Thank you 😊 I will make english version soon

    • @Anina_ishani
      @Anina_ishani หลายเดือนก่อน

      ​@@mukherjeesrijit yes please either just having English subtitles will serve sufficiently.

  • @dyatlov5958
    @dyatlov5958 2 หลายเดือนก่อน

    Sera👌🏻

  • @eshansharma4433
    @eshansharma4433 2 หลายเดือนก่อน

    Thank you ato vao kora bujhanor jono

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Thank you Eshan 😊

  • @pradhanbabu7316
    @pradhanbabu7316 2 หลายเดือนก่อน

    What is the difference between fuzzy logic and probability?

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Thank you for this question: you can read the answers here at Quora. www.quora.com/What-is-the-difference-between-fuzzy-logic-and-probability-since-degrees-of-truth-are-often-confused-with-probabilities#:~:text=Fuzzy%20Logic%20is%20all%20about,t%20entirely%20true%20or%20false. Let me know if you have any questions

  • @tejatej378
    @tejatej378 2 หลายเดือนก่อน

    Bro, Can you explain the same thing in English in another video?

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Absolutely I will make one, soon. 😊

  • @risabb
    @risabb 2 หลายเดือนก่อน

    Darun hoyeche! Aro erom video chai dada. Please ektu semi supervised r self supervised er upure content eno

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      thik ache besh try korbo Risab 😇. Thank you time niye dekhar jonnye

  • @BhrantoPathik
    @BhrantoPathik 2 หลายเดือนก่อน

    Banglay explain korar initiative ta naoar jonno kurnish janai. Tobe explanation take beshir bhag medium article er moto shallow na rekhe deeply bapar take explain korle bhalo hoto, jeta tomar theke expected.

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Ekdom thik bolecho. Ashole details r ta next part e bojhabo. Thank you time niye video ta dekeh suggestion dewar jonnye 😇

  • @hey.Sourin
    @hey.Sourin 2 หลายเดือนก่อน

    Darun, thank you

  • @hey.Sourin
    @hey.Sourin 2 หลายเดือนก่อน

    Darun, thank you

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      You are most welcome

  • @shrikantaghosh2388
    @shrikantaghosh2388 2 หลายเดือนก่อน

    Wow... Love the way of explaining 😊

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Thank you Shrikanta 😊

  • @mukherjeesrijit
    @mukherjeesrijit 2 หลายเดือนก่อน

    Join 2.3k + members on my Substack Newsletter: mukherjeesrijit.substack.com/

  • @srinjoychaudhuri32
    @srinjoychaudhuri32 2 หลายเดือนก่อน

    Open a university where stat hons will be taught in bengali..lit❤

    • @mukherjeesrijit
      @mukherjeesrijit 2 หลายเดือนก่อน

      Haha. Thank you Srinjoy. Online eo tow porabo jaye. University r ki dorkar 😃

  • @deyachatterjee1281
    @deyachatterjee1281 2 หลายเดือนก่อน

    Food for thought r bengali khabar jonno bhabna

  • @VaibhavK-x1x
    @VaibhavK-x1x 2 หลายเดือนก่อน

    I too am not aware of these examination you explained it here in a structured manner

  • @VaibhavK-x1x
    @VaibhavK-x1x 2 หลายเดือนก่อน

    Can u make same video in english sir

    • @SrijitMukherjee-j3k
      @SrijitMukherjee-j3k 2 หลายเดือนก่อน

      Statistics * ISI MStat Entrance * IIT JAM MS Entrance * CUET PG Stat Entrance Data Science * CMI MSc DS * ISI MSQMS

  • @realwixi
    @realwixi 2 หลายเดือนก่อน

    sirjit please do post the basics to get into CMI for DS. I am a undergrad student Doing CSE. Btw I love ur content and this video is really great. sharing this is really appreciable.

  • @realwixi
    @realwixi 2 หลายเดือนก่อน

    really great!

  • @realwixi
    @realwixi 3 หลายเดือนก่อน

    great video!

  • @tejatej378
    @tejatej378 4 หลายเดือนก่อน

    Great start...excited to learn...please dont stop in middle

  • @anishj847
    @anishj847 5 หลายเดือนก่อน

    Great teaching style! Loved it thoroughly! Request you to make a comprehensive video of hands on NLP explaining the core concepts upto transformers.

    • @mukherjeesrijit
      @mukherjeesrijit 5 หลายเดือนก่อน

      Thank you very much, Anish. I have made one video before: th-cam.com/video/dCyfKU6ypq0/w-d-xo.html. You may check it out and let me know if this looks good to you :D

  • @theindianrover2007
    @theindianrover2007 5 หลายเดือนก่อน

    Loved the way you peeled the onion and no one cried :)

  • @_suman__
    @_suman__ 5 หลายเดือนก่อน

    Please make a detailed NLP tutorial video to extract text form pdf and find the names , relationship between the names,ages and the other details about the characters

  • @sounishnath513
    @sounishnath513 5 หลายเดือนก่อน

    it would be better if you can semantically go with the next word prediction, instead of character. as you are working with contexts I helps to coherently keeps your context to better predict next sentence. likewise

    • @mukherjeesrijit
      @mukherjeesrijit 5 หลายเดือนก่อน

      Absolutely, that idea was discussed in the workshop before hence not discussed. For educational purposes character by character is used. Thank you again for pointing it out. Let me know how it can be improved more 🙏🏽

  • @GaneshKhadanga-me6se
    @GaneshKhadanga-me6se 5 หลายเดือนก่อน

    Build a Large Language Model (From Scratch) Sebastian Raschka PDF may be shared

    • @mukherjeesrijit
      @mukherjeesrijit 5 หลายเดือนก่อน

      Yeah I have shared. I cannot share the pdf as it should be bought.

  • @GaneshKhadanga-me6se
    @GaneshKhadanga-me6se 5 หลายเดือนก่อน

    Sir with open('coi.txt', 'r', encoding='utf-8') as f: we need the coi.txt file we need the col.txt file and other txt files also Pl send them also. Thanks

    • @mukherjeesrijit
      @mukherjeesrijit 5 หลายเดือนก่อน

      you can download the pdf file from online and convert pdf to text file online. I did in that way only.

  • @mukherjeesrijit
    @mukherjeesrijit 5 หลายเดือนก่อน

    Thank you Sayantan

  • @sayantan336
    @sayantan336 5 หลายเดือนก่อน

    Loved the content 🎉🎉

  • @suhriddas8769
    @suhriddas8769 6 หลายเดือนก่อน

    Fanboy doing fanboy things❤️ Great video🙌🏻

    • @mukherjeesrijit
      @mukherjeesrijit 6 หลายเดือนก่อน

      A big big fanboy 🙈

  • @Rahulsircar94
    @Rahulsircar94 6 หลายเดือนก่อน

    lol transformers for bengalis.loved it.

  • @harishnayak976
    @harishnayak976 10 หลายเดือนก่อน

    What is the equation for whole process in one mathematical form?

  • @hardikkamboj3528
    @hardikkamboj3528 10 หลายเดือนก่อน

    I am currently working in research, and this talk was really insightful. Thanks a lot for this Srijit dada.

    • @mukherjeesrijit
      @mukherjeesrijit 10 หลายเดือนก่อน

      All the best Hardik

  • @Kishan31468
    @Kishan31468 10 หลายเดือนก่อน

    Hopefully I will join PhD next year. Sci ML is definitely one of the field I want to go into. Thanks for the podcast.

    • @mukherjeesrijit
      @mukherjeesrijit 10 หลายเดือนก่อน

      All the best Kishan.

  • @sarkarsubhadipofficial
    @sarkarsubhadipofficial ปีที่แล้ว

  • @AwesomeSourav
    @AwesomeSourav ปีที่แล้ว

    Sir please make some instructive videos relating to statistical programming like this one. There aren't mamy of them available.

    • @CheentaStat
      @CheentaStat ปีที่แล้ว

      Absolutely, we will make them :D Thank you for your suggestion.

  • @suhriddas8769
    @suhriddas8769 ปีที่แล้ว

  • @AnupKumarRoy-i7c
    @AnupKumarRoy-i7c ปีที่แล้ว

    Does age becomes a barrier to get a job in ML domain under the NEP?

  • @eeriedarnell
    @eeriedarnell ปีที่แล้ว

    Tanujit sir, srijit da and sourav da... All fav in one frame, really grateful for all your guidance, keep motivating us!

    • @souravnandi1923
      @souravnandi1923 ปีที่แล้ว

      Thanks a lot for the kind words ❤️👏

  • @souravnandi1923
    @souravnandi1923 ปีที่แล้ว

    Thanks for having me & had really awesome time with my favorite Statisticians! Excellent questions asked 👏👏👏

    • @mukherjeesrijit
      @mukherjeesrijit ปีที่แล้ว

      Absolutely. Finally, it happened after so much planning! Thank you for all the planning, guidance, and help all through these years. :D

    • @souravnandi1923
      @souravnandi1923 ปีที่แล้ว

      The pleasure is absolutely mine, & you also keep inspiring me with the energy & initiatives ⚡❤️😉

  • @sbera07
    @sbera07 ปีที่แล้ว

    can you provide the notes u have made in this video

  • @MohammedKuban
    @MohammedKuban ปีที่แล้ว

    I would like to recommend a fantastic paper by DeepMine that provides comprehensive and detailed explanations regarding this topic.

  • @gasun1274
    @gasun1274 ปีที่แล้ว

    you have a tendency to overly raise your tone while you speak, i do this subconsciously too but you need to know that it is very annoying.

    • @mukherjeesrijit
      @mukherjeesrijit ปีที่แล้ว

      Thank you for your suggestion. I will keep it in my mind.

  • @hari8568
    @hari8568 ปีที่แล้ว

    At 41:51 how exactly do we get Zi?Are we using PCA?

  • @hari8568
    @hari8568 ปีที่แล้ว

    At 31:51 if we are finding similarities between two words, shouldn't QK^T matrix be symmetric?because relation score between any two words should be the same

  • @cybersid
    @cybersid ปีที่แล้ว

    Thumbs 👍 up from another SM. Why don't you post videos more frequently? Looking fwd to get more videos from you.

    • @mukherjeesrijit
      @mukherjeesrijit 6 หลายเดือนก่อน

      Thank you for your comment. I wish to post more videos often. My PhD is going on. So it is taking time. Haha :D

    • @cybersid
      @cybersid 6 หลายเดือนก่อน

      @@mukherjeesrijit Where are u doing your PhD from ?

  • @harishravi9936
    @harishravi9936 ปีที่แล้ว

    At 55:44,will the mask matrix be a lower triangular with all -inf ?

  • @BiprojitNath
    @BiprojitNath ปีที่แล้ว

    This is amazing. Keep making more such tutorial.

  • @annyd3406
    @annyd3406 ปีที่แล้ว

    Please make more videos you are great thank you for this!!! Make INDIA proud....

    • @mukherjeesrijit
      @mukherjeesrijit ปีที่แล้ว

      Thank you! I will try my best.

    • @michaelestrinone2111
      @michaelestrinone2111 ปีที่แล้ว

      India Or America? His is a PhD student in American(!) Uni. If he wanted to make India proud he would stay in India.

  • @arshadkazi4559
    @arshadkazi4559 ปีที่แล้ว

    Great Video! Liked the simplicity and honesty in the explanation.

  • @convolutionalnn2582
    @convolutionalnn2582 ปีที่แล้ว

    Hey one question : Is research in Computer Vision will be in demand in the next 20 years or is it over saturated?

    • @mukherjeesrijit
      @mukherjeesrijit ปีที่แล้ว

      Research in Computer Vision is not Saturated. You can either work in finding the SOTA of some problem (which is hard to do given the computational power in the hands of Tech Giant) or finding great algorithms in CV for a specific application problem, which needs lesser computational power. The Tech giants are hiring CV people very actively, so the job market is good now. In the next 20 years, it may be a bit saturated tho, or new problems can come up.

    • @convolutionalnn2582
      @convolutionalnn2582 ปีที่แล้ว

      @@mukherjeesrijit I am now on my Bachelor....Will there be a demand for CV research scientist when I finish my Phd which will be around 9 years

    • @mukherjeesrijit
      @mukherjeesrijit ปีที่แล้ว

      @@convolutionalnn2582 I don't know

  • @suhriddas8769
    @suhriddas8769 ปีที่แล้ว

    ❤❤