What are Foundation Models? | Generative AI | In-depth Explanation in Hindi | CampusX

[@officialamit1736]

00:02 2022 brought a transformation in AI with the emergence of foundation models. 02:36 Foundation models are large neural network architectures trained on massive data to solve specific tasks. 07:37 Foundation models require diverse and massive data for training. 09:59 Modality selection is crucial in building foundation models 14:48 Foundation models are massive neural network architectures trained on extensive datasets. 17:15 Foundation models undergo pre-training and alignment stages to gain knowledge and adaptability. 22:28 Fine-tuning adds extra knowledge to a pre-trained model. 24:45 Foundation models act as a pre-training stage for later fine-tuning 30:04 Foundation models have high adoption rates for various industry tasks 32:22 Foundation models can be categorized into language-based, vision-based, multimodal, and domain-specific types. 37:45 Foundation models are an active area of research and development with potential advantages and disadvantages. 40:11 Foundation models can exhibit bias and ethical concerns due to the data they are trained on. 45:54 Foundation models require high computing power and pose environmental concerns. 48:18 Foundation Models are essential in Generative AI.

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waiting for 100 days of generative AI playlist. @CampusX

[@nishantbhandari8123]

Yes must needed

[@waheedweins]

❤❤

[@bringeshchowdavarapu7872]

This wil shake internet

[@gauravagrawal8078]

Pls start a playlist on Generative AI

[@vikas8049]

Sir , deep learning aapne kaha se padha hai

[@not_amanullah]

Yes

[@waghakshay447]

Sir Please DL ki playlist continue kro.

[@aadityaseal]

Yes sir please

[@shahrukhahmad4127]

Please MLOps ki bhi Nitish sir 🙏

[@not_amanullah]

Yos😢

[@jakirpatel4410]

Yes sir please.

[@WaqarAhmed-fr6jv]

Always looking forward for your videos, regularly checking on the updates on this channel. Keep it up bro. You are the amazing content creator on Data Science and Machine Learning

[@mohitgupta8791]

Nitish Sir, you are a real Guru!! Respect and wishes....

[@aidev8926]

Always looking forward for your videos.Thanks.

[@jatingrover5557]

Great thanks for explaining Foundation model concept. Need more videos/course in this area of GENAI. Appreciate your hard work and knowledge Nitin

[@techvideo4752]

Amazing content.. thanks for creating such contents..

[@abhisheksharma10600]

Sir please deep learning ki playlist continue kariye...it is amazing. Thank you ❤

[@transform2532]

@3:14 Aren't Foundation Models are trained to gain a broad understanding ?

[@Jaydeep-zb1jj]

Great video!!!! Are you planning to make any video or series on governance or GRC?

[@lambar0]

Comprehensive summary of the landscape…foundation to fine tuned et all

[@shashankshekharsingh9336]

great explanation sir, we need more videos on gen Ai, please explains topics like RAG etc in future

[@RakshithML-vo1tr]

Sir please sir we are really waiting for your next batch very eagerly just give us at least some hint for the next batch and when would it start

[@sanemonk1]

🙏

[@rajmeetsingh1625]

Sir very good demonstration. I have two request to you for future video, (1) if possible can you teach how to generate simple foundation model from gpt for any task. (2) One detail explanation video on RT-2 model (Google Deepmind) .... Thanks in advance.

[@Sandesh.Deshmukh]

Well explained!! Thank you Nitish sir for your efforts❤❤

[@athar_dev]

Amazing video Sir 🎉🎉

[@athar_dev]

@@agarwalyashhh poori nahi dekhi, jitni dekhi utni achi lagi to comment kar diya. Taaki sir ka motivation bana Raha

[@SpiritOfIndiaaa]

Very informative ...thanks a lot

[@tannaprasanthkumar9119]

Sir please make playlist on Generative AI and complete DL playlist

[@rahulgiri9880]

Hope you doing good. I saw many of your videos and even the roadmaps of learning AI ML which I loved a lot. Can you please share similar roadmaps for Dev, QA, DevOps as I don’t think everybody needs to learn everything. Also, for developers if someone wants to pickup fast on this Tech, and then gradually dive deep later what can be easiest roadmap.

[@TSSsniper]

Such a great Video.

[@prasoonmahawar4657]

Please start a Generative AI playlist

[@deeek92]

Excellent explanation!! Thank you so much Nitish! :)

[@nikhilchavan5255]

Very Informative Session 💯

[@Yo-xz5fo]

Kindly make gen ai Playlist where you covering topics in sequential order foe people who want to start their career in gen ai space

[@ahmadishaq703]

Good explanation. What about research opportunity in FM

[@brockgaming5984]

Sir apne dsmp1 me plotly dashboard ka video dala hai is it important for data scientist

[@rlmadhu]

awesome explanation

[@pavangoyal6840]

You are amazing Nitish...no one like you 👃👃

[@Top10collection]

@ 40:00 i think it is about Amazon AI resumes shortlisting they used.

[@Prateikx]

Weather forecasting jese task k liye konsa model fine tune krrnge??

[@syedmoiz9164]

Thanks sir for uploading this❤❤❤

[@abhayrana5965]

Liking without watching because nitish sir never disappoints in terms of quality content he delivers ❤❤❤

[@sonamlalit88]

very informative. You have new subscriber now

[@officialamit1736]

What contribution of Data Scientist in the formation of the Foundation Model or Using the Foundational model to make specific task.

[@shivam_pandey01]

100 days of Deep Learning started for 2+ years ago. Request you to please consider completing it.

[@AllInOne-gn4ve]

please sir, continue the transformer session

[@simrannaik4418]

Sir a very Informative video , Sir could u please make a video on RAG (Retrieval augmented generation) also since am going to use this in my next project .. it would be a great help thank you sir

[@sayamkumar7276]

Sir please continue Deep Learning playlist.

[@vikashdas1852]

Can we please have a roadmap too?

[@heenushachandwani3529]

Sir please continue Deeplearning playlist. Please try to upload videos daily

[@mighty_1812]

Want End to end explanation on stable diffusion

[@saikrishnasirikonda1008]

Informative video💡💡, can you create a video on building a RAG, LLM from scratch without using any API keys. Thanks in advance .

[@utkarshtripathi9118]

best video on Generative AI

[@zainn7336]

Sir, Can you create a video ar simple course in which how to use these built in models and fine tuning on our data and how to implement this in our software (web and app) whetever ...effectively ans tells which foundation model is best suitable in which case . this course will be future worth for both us and you as well.

[@niharikakumar1533]

Thank you sir 👍👍

[@duniya-wale]

Deep learning continue

[@animatrix1631]

I want to join your deep learning course

[@not_amanullah]

This is helpful 🖤

[@raunakmakode7298]

sir can you please make video on stored procedures in sql.

[@shapunna6151]

Very informative

[@muhammadikram375]

Sir please MLOps playlist par work kary 🙏🏻

[@paritoshkumar7422]

Sir ,Please continue the DL series

[@luoshan-dc8yq]

please start a play list or some courses related to GEN AI, please try to do courses only yourself others cannot fill ur position sir

[@Buriaimusi]

Do u know sir, you are a genius

[@minalgupta7456]

sir pls upload a lecture related to the OCR

[@HaseebWaqar-zh1mu]

Sir dsmp 3.0 course launch kar diye.jis may ap nay deep learning ki intuition deni thi may january say ap ka w8 kar raha hoon.lekin ap nay abi thak launch nahi kiya.....

[@theteenwhispered4748]

Sir plz create a playlist like how to be an ai engineer

[@mohdfarman3470]

Sir please make roadmap for AI engineering.

[@DuraidKhalid]

Sir pls make a video on a roadmap for Ai

[@lalitchaudhari1684]

Veery well Expain

[@muhammadhasan2160]

excellent content

[@technicalhouse9820]

Sir please update the deep learning playlist

[@duniya-wale]

Please continuous dl playlist

[@rishitiwari9974]

Hi Nitish Hope you are doing well! I am solving a use case in which I have a text data of customers of web chat data and I need to do the intent classification on that data i have predefined 15 intents which we have discovered. The problem is we have more than 512 token lengths in the text data can you please guide me how I can move forward in this use case and my model should also identify a new intent of any comes in the future . Hope you will guide me

[@rekhavengineeringcse3187]

Thank you

[@CRAZYELON]

Great 💯

[@majidhabibkhan625]

sir please start video on few-shot learning

[@swapniljoshi8063]

Informative.......... :)

[@HarshitGoswami-wy4nv]

thank you sir

[@samadhanpawar6554]

Sir please complete transformer series ASAP

[@dexterroy]

Playlist on foundation models!

[@ashutoshsingh2909]

Sir pleasee make videos on genai

[@rahulkumar-op7ul]

Thank you sir

[@electricalengineer5540]

great

[@not_amanullah]

Thanks ❤

[@thenile7221]

Sir can you please make a video on explainable AI

[@riyazbagban9190]

sir bert kisi se ho nahi paa raha hai pleas eaap BERT pe ek video banaye

[@juhildungrani3594]

Please continue DL playlist

[@adarshraj-ox1xr]

Sir deep learning ko continue kro

[@duniya-wale]

Sir deep learning ko complete karo

[@Arpi457]

Thanku sir

[@shubhamgattani5357]

Anyone please suggest a good learning resource for pyTorch

[@MrSat001]

Great 👍

[@sadiazaman7903]

sir please start Generative AI playlist.

[@rudraksh111]

Nitish sir Data Science ke brand ambassador h in the ranks of vikas divyakirti sir , khan sir,

[@jakirpatel4410]

Please start a paylist with genAI

[@fahimsa990]

DL Playlist sir please

[@adarshraj-ox1xr]

Sir transformer complete kr do

[@aiforeveryone]

Great

[@sahiltiwari-z1t]

Sir jab apko itna deep Knowledge hone ke bad 1cr ka package nahi laga toh hamara kaisa lagega kuch batao apki journey kaisa kaisa kya kara apne me apki journey ka intazar karunga video aj

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sir generative ai course v kr do

[@Killer_shadow854]

Pls start gen ai playlist

[@parthivpatel3139]

PLEAS SIR GEN AI COMPLETE PLAYLIST BANAO NA PLEASE SIR ONE COMPLETE PLAYLIST FOR GEN AI

[@rudraksh111]

🎉🎉❤❤❤

[@instashortsvi]

Mloops reh gya , DL reh gya, Abhi to self attention continue krna tha

[@SaurabhS-cb6lu]

❤

[@ibrahimhossain4351]

Hello sir

[@Sulehri226]

Sir plz data science k course free kr den KZbin pye jo hai plz sir