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.
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
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.
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.
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
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.
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.....
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
My age is 27 ..Kya koi hai yaha pe jo data science ki journey shuru kar raha hai..mai mumbai se hu .koi hai to batao ..sath me mil ke karte hai ...aur free resources dhundke...bas kisi tarah padhna shuru kar dete hai..
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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.
waiting for 100 days of generative AI playlist. @CampusX
Yes must needed
❤❤
This wil shake internet
Nitish Sir, you are a real Guru!!
Respect and wishes....
Pls start a playlist on Generative AI
Sir , deep learning aapne kaha se padha hai
Yes
Sir Please DL ki playlist continue kro.
Yes sir please
Please MLOps ki bhi Nitish sir 🙏
Yos😢
Yes sir please.
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
Always looking forward for your videos.Thanks.
Amazing content.. thanks for creating such contents..
Great thanks for explaining Foundation model concept. Need more videos/course in this area of GENAI. Appreciate your hard work and knowledge Nitin
Sir please deep learning ki playlist continue kariye...it is amazing. Thank you ❤
Comprehensive summary of the landscape…foundation to fine tuned et all
Kindly make gen ai Playlist where you covering topics in sequential order foe people who want to start their career in gen ai space
Please start a Generative AI playlist
Well explained!! Thank you Nitish sir for your efforts❤❤
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
🙏
Very informative ...thanks a lot
Amazing video Sir 🎉🎉
@@agarwalyashhh poori nahi dekhi, jitni dekhi utni achi lagi to comment kar diya. Taaki sir ka motivation bana Raha
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.
great explanation sir, we need more videos on gen Ai, please explains topics like RAG etc in future
Such a great Video.
Excellent explanation!! Thank you so much Nitish! :)
100 days of Deep Learning started for 2+ years ago. Request you to please consider completing it.
Liking without watching because nitish sir never disappoints in terms of quality content he delivers ❤❤❤
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.
Great video!!!! Are you planning to make any video or series on governance or GRC?
Very Informative Session 💯
What contribution of Data Scientist in the formation of the Foundation Model or Using the Foundational model to make specific task.
You are amazing Nitish...no one like you 👃👃
Thanks sir for uploading this❤❤❤
Sir please make playlist on Generative AI and complete DL playlist
Can we please have a roadmap too?
please sir, continue the transformer session
Good explanation. What about research opportunity in FM
Informative video💡💡, can you create a video on building a RAG, LLM from scratch without using any API keys. Thanks in advance .
Weather forecasting jese task k liye konsa model fine tune krrnge??
Sir please continue Deep Learning playlist.
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
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.
Sir please continue Deeplearning playlist. Please try to upload videos daily
Want End to end explanation on stable diffusion
excellent content
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.....
Sir apne dsmp1 me plotly dashboard ka video dala hai is it important for data scientist
best video on Generative AI
Very informative
Thank you sir 👍👍
very informative. You have new subscriber now
Please continuous dl playlist
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
This is helpful 🖤
sir pls upload a lecture related to the OCR
Sir ,Please continue the DL series
Deep learning continue
Veery well Expain
Sir please make roadmap for AI engineering.
Thank you sir
I want to join your deep learning course
Sir please complete transformer series ASAP
Great 💯
sir please start video on few-shot learning
great
Sir plz create a playlist like how to be an ai engineer
Sir please update the deep learning playlist
Informative.......... :)
Sir pls make a video on a roadmap for Ai
Thank you
thank you sir
Please continue DL playlist
Great
Sir please MLOps playlist par work kary 🙏🏻
Playlist on foundation models!
Great 👍
Sir pleasee make videos on genai
@ 40:00 i think it is about Amazon AI resumes shortlisting they used.
sir can you please make video on stored procedures in sql.
Sir can you please make a video on explainable AI
Sir deep learning ko continue kro
Sir deep learning ko complete karo
Thanks ❤
Thanku sir
sir please start Generative AI playlist.
Anyone please suggest a good learning resource for pyTorch
Nitish sir Data Science ke brand ambassador h in the ranks of vikas divyakirti sir , khan sir,
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
Please start a paylist with genAI
🎉🎉❤❤❤
Pls start gen ai playlist
DL Playlist sir please
Sir transformer complete kr do
❤
sir generative ai course v kr do
Mloops reh gya , DL reh gya, Abhi to self attention continue krna tha
PLEAS SIR GEN AI COMPLETE PLAYLIST BANAO NA PLEASE SIR ONE COMPLETE PLAYLIST FOR GEN AI
Hello sir
Sir plz data science k course free kr den TH-cam pye jo hai plz sir
My age is 27 ..Kya koi hai yaha pe jo data science ki journey shuru kar raha hai..mai mumbai se hu .koi hai to batao ..sath me mil ke karte hai ...aur free resources dhundke...bas kisi tarah padhna shuru kar dete hai..
Hi sir please tell years in English so everyone understand from telugu state. Hindi thoda thoda Ata so we can catch thanks
Bandian job नहीं Karti हैं 😂😂😂
Sir muje aapki ek help chiye,aapka imp tym..... agr muje apse contact krna ho to kya aap muje apni few minutes de skte ho sir
Great