NLP Roadmap 2024: Step-by-Step Guide | Resources

[@sapnilpatel1645]

One of the best roadmap for NLP.

[@ujjwalgoel6359]

now that's some crazy explanation , you are the best bro at last found someone really amazing . I was soo confused since nlp is not a small feild but this video helped me figure out lot of things. You Are The Best

[@chenmargalit7375]

Excellent video. I think what makes it so good is that you give specific solutions for specific problem (e.g. use package x, try solution y). Excellent.

[@akashsingh1780]

Please come up with an end to end project on NLP with implementation of LLMs with deployment

[@FutureSmartAI]

Can you share any use case that I take?

[@Tiger-Tippu]

@@FutureSmartAIplease make end to end project on Q and A system using lanchain,pinecone ,open Ai ,flask /fast api and cloud..also chat bot

[@kishore961]

Take a user manual of a product having multiple pages (maybe a industrial equipment or a simple electronic gadget). Build a qna system that has the chatbot ui, uses vector db, does semantic search, has MySQL db for storage, langchain/llamaindex for building the backend etc

[@kishore961]

Great videos Pradip.

[@akshaybalaji4495]

Hey bro I think I worked with you in TCS 😅

[@dalailama5757]

Thanks pradeep. This helps

[@muhammadtalmeez3276]

thank you very much

[@FutureSmartAI]

You are welcome

[@shwetabhat9981]

This was a much needed roadmap . Thank you for going into such intricate details sir . Keep growing 🎉

[@TheAiDiver1994]

appreciate it genuinely, and have learned so much from ur videos, you are kinda my mentor for NLP

[@FutureSmartAI]

Happy to hear that!

[@foysalmamun5106]

thank you very much, you kept your word ❤

[@FutureSmartAI]

You're welcome 😊

[@rakeshkumarsharma2250]

Hey this is good one ,do you have any blog for this roadmap with link of your youtube videos in a sequence ,I want to follow this roadmap

[@manishtripathi1778]

Thank you Pradip for such a detailed video

[@FutureSmartAI]

Glad you liked it!

[@rajatbansal3769]

Great roadmap pradip

[@prakharjain4136]

Interesting take on transformers at 8:10 and good to know the difference between sentence transformer lib or open ai or coher embedding conversion at 12:03 and vector db like pinecone or chroma db at 13:40. Would love see more about these two things in blog post and upcoming vids. Also using more open source artifacts like using sentence transformer +chroma db +llama2 to make a Custom conversational ai for pdfs or our own db. What is llama index, is it a langchain alternative? - update already covered at 20:00 thanks

[@Raaj_ML]

Thanks a lot. I request you to add a video on guiding a freelancer on the hardware resources needed - Own laptop or Cloud for development ? In either case, what could be the GPU, CPU, mem specifications etc..

[@FutureSmartAI]

HI I think for developer we need at least 16GB RAM and some good processor i5,i7. For deploying client application I use EC2 VM. I dont have any dedicated GPU, most of the time Google colab is fine.

[@Raaj_ML]

Thanks @@FutureSmartAI

[@aj-lan284]

Hi sir, I learnt programming language & now I am trying to use it but the thing is I am not able to write my first line of code and logics..totally confused, please guide me...

[@MasabAnees]

Great Video! I have a few questions here, I would appreciate if you respond on that. 1. I am taking the Stanford course (Stanford CS224N) to gain more in-depth knowledge, but the videos were recorded about four years ago, and it's a lengthy course. Do you think we should take this course or rather take a Coursera course and start doing projects? 2. How much depth should I go into? For example, I read about word2Vec. Should I read the published paper as well or learn the depth of the architecture? Is this helpful in making custom NLP models in the future?

[@FutureSmartAI]

Due to generative ai and lllms like chatGPT things has changed. You can spend sometime understanding ML concepts but I would say start building projects using generative apis like open ai or use open source models

[@aravindraamasamy9453]

Thank you so much for the video. I have a doubt for building question answer system if I use open ai's model will my data get stored in their database , I am a little concerned about the security of the data.

[@FutureSmartAI]

Hi Your data wll be stored in vector db and you will be sedning data to open ai whatver you are returning from semantic search

[@chaithanyavamshi2898]

Golden Content Pradip! Very much helpful. I'm working on building use case related to Speech Chatbot(ASR) and do you think can we use LLMs with LangChain for this problem statement?

[@piyushsahu591]

Please make a end to end project video🙏

[@FutureSmartAI]

Hi any topic suggestion?

[@Raaj_ML]

Can you please point to good Spacy tutorial for beginners ? Also, do we need to be thorough in regexp these days ?

[@FutureSmartAI]

In the world of chatGPT i really dont focus on regexp, syntax etc. I would rather more focus on using tools that will generate code and learn how to combine and debug things

[@junaidbadshah9343]

Come with NLP playlist!!!

[@FutureSmartAI]

Hi I already have it kzbin.info/aero/PLAMHV77MSKJ4Z4OXqao1gRdfQK7VQYAXb&si=hXWnbh1068nYCzJl

[@ansharora5698]

Can you make a video about the whole workflow for any freelancing job? As a beginner, I think that I have the skills but there's always something in the job, I don't know or not confident enough. How can I tackle such things?

[@FutureSmartAI]

Hi You mean I should pickup problem and show can I approach it or what tools I will use to solve it?

[@ansharora5698]

Yes sir

[@pantherg4236]

What is the best way to learn deep learning fundamentals via implementation (let's say pick a trivial problem of build a recommendation system for movies) using pytorch in Aug 26, 2023? Thanks in advance

[@FutureSmartAI]

Building Project and doing hands on is always good

[@aj-lan284]

Also what do I study so that I will be able to design complex platforms and start coding it...

[@FutureSmartAI]

Do you have any use case or problem statement in mind

[@aj-lan284]

@@FutureSmartAI Yeah, I mean if I have to design a product like Google which I feel is unique and complex then how to design such complex things? I mean what do I study?

[@FutureSmartAI]

@@aj-lan284 Product Like Google , NO I dont have any near experience of that. you should check typical system design videos and there will be mnay such

[@AI-in-Action952]

gpt 3.5 finetuning is available now

[@FutureSmartAI]

Yes

[@Mrroy08657]

Hi Bro ,I've worked as Web Consultant in Web selling process in Digital Marketing , pls plssuggest suitable , RELEVANT Job Orientated Projects in Data Science such that it can help me land a Data Science Job.

[@ai.tutorials_]

Chinese me video banao plzz

[@classicemmaeasy2292]

Pls how can I message you on LinkedIn

[@FutureSmartAI]

www.linkedin.com/in/pradipnichite/