GENEATIVE AI Pre-requisitions.. 1. Python programming language 2. Statistics 3. NLP and Computer visions.. 4. NLP Deep learning..RNN and its variants.Lstm, Gru, encorder decorder 5. Transformer berts and its variats.., attention models , attention is all you need . LEARNING GEN AI Pre-requistions.. -Frameworks to develop Gen Ai applications. Such as Launching, lama index, chainlet, hugging fales. -LLM Multi models,Open source models. -Fine tunning techniques like Quora , rora ,mistol, lama 2 ,Gemma models. TO BE A DIFFERENTIATOR. -MLops -inferencecing techniques..Groqs.. Generally a life cycle of a Gen AI project will be handled through this.. Eg Vortex ai from Google are providing this kind of platforms to do this.
Thanks, Krish sir, I have learned so many hands on tutorial from you and created some projects (using RAG). Based on that I was hired by a very reputed company at Nepal for AI engineer role and got my salary doubled. Thank you so much.
00:02 Prerequisites for mastering generative AI 01:52 Python and statistics are essential prerequisites for mastering generative AI 03:49 Understanding text embeddings is crucial for mastering generative AI 05:38 Master Generative AI requires understanding key frameworks and concepts 07:38 Frameworks help to work with various llm models 09:41 Key things to master for Generative AI in 2024 11:26 Importance of mastering LLm models and fine-tuning techniques 13:11 To master generative AI, focus on completing prerequisites and implementing end-to-end projects. Crafted by Merlin AI.
hello krish sir , I am your fan , I am pursuing executive post graduate in data sceine and AI but i am completely dependent on your videos ,i am exploring from you as well as my course syllabus. you have given a proper road map and study materials in your channels and i took membership also its too usefull. I am basically from non IT background and trying to learn each basics which required for datascience and with your guidence i am covering almost all topics required to get good high package. i think just commenting and seeing video is not enough execution is most important . i will get my good job and i have to meet you directly because if i say thanks in comments is not worth ,your help is remarkable in people's life who are trying to get job in data science field
Sir, I am a new student of the iNeuron FSDS course. I was heartbroken and confused when I learned that Neuro lab has been discontinued. It was the backbone of the course.
Hello Mr. Krish, I understand that you mentioned a need for statistics in the field of generative AI. In order to fully grasp this concept, I would like to know if it is also necessary to acquire knowledge in probability, linear algebra, and calculus. Thank you for your time and consideration.
Thank you so much, Krish! I really wanted to kick start my learning with Gen AI, now I Atleast know a bit where to start with and end. Also, I believe with great Fundamentals being strong you make things easy, this video helped me to get insight of it. Thanks for that.
hello Sir, I'm from Pakistan consider my self your student and thoroughly watching your videos. Here I wanted to make a suggestion for making a python in one video. This could be helpful for us as quick revision as well easy learning. stay blessed
I'm a tester and I was introduced to testing gen ai applications. In the process I was asked to learn about gen ai, llms, and prompt engineering. When I dive right into learning all these things i was so confused as I don't have any previous knowledge on machine learning/ai. Please guide me on what pre requisites I should have before starting these in the context of testing
Krish, Thanks for the sharing the knowledge. It is really helpful. Could you please share which app you are using for writing the content that you are showing in the video, it is very good.
Hi Krish, If i am starting from basic prerequisite, and to reach till LLM, how much time would it take me to complete LLM, by giving almost 2 hrs on a daily basis
in refrence to the LLMOPS, you mentioned that there will be another video, please do add the role of plateforms like kubernative, kafka etc (cloud native technologies)
Hi sir, Hope your doing well. Sir, I wanted clarification, I plotted Nan and non-Nan values against median salary for multiple features and found out that in some features median salary is high for non-nan, for some median salary is high for Nan values, and for some features it's almost the same. What intuition do we get from this ? Should we consider missing values are MCAR or MNAR ?
GENEATIVE AI
Pre-requisitions..
1. Python programming language
2. Statistics
3. NLP and Computer visions..
4. NLP Deep learning..RNN and its variants.Lstm, Gru, encorder decorder
5. Transformer berts and its variats.., attention models , attention is all you need .
LEARNING GEN AI
Pre-requistions..
-Frameworks to develop Gen Ai applications. Such as Launching, lama index, chainlet, hugging fales.
-LLM Multi models,Open source models.
-Fine tunning techniques like Quora , rora ,mistol, lama 2 ,Gemma models.
TO BE A DIFFERENTIATOR.
-MLops
-inferencecing techniques..Groqs..
Generally a life cycle of a Gen AI project will be handled through this..
Eg Vortex ai from Google are providing this kind of platforms to do this.
Thanks, Krish sir, I have learned so many hands on tutorial from you and created some projects (using RAG). Based on that I was hired by a very reputed company at Nepal for AI engineer role and got my salary doubled.
Thank you so much.
congrats brother
Can you share some insights
Bro please share your LinkedIn
Happy to hear bro
00:02 Prerequisites for mastering generative AI
01:52 Python and statistics are essential prerequisites for mastering generative AI
03:49 Understanding text embeddings is crucial for mastering generative AI
05:38 Master Generative AI requires understanding key frameworks and concepts
07:38 Frameworks help to work with various llm models
09:41 Key things to master for Generative AI in 2024
11:26 Importance of mastering LLm models and fine-tuning techniques
13:11 To master generative AI, focus on completing prerequisites and implementing end-to-end projects.
Crafted by Merlin AI.
hello krish sir , I am your fan , I am pursuing executive post graduate in data sceine and AI but i am completely dependent on your videos ,i am exploring from you as well as my course syllabus.
you have given a proper road map and study materials in your channels and i took membership also its too usefull.
I am basically from non IT background and trying to learn each basics which required for datascience and with your guidence i am covering almost all topics required to get good high package.
i think just commenting and seeing video is not enough execution is most important .
i will get my good job and i have to meet you directly because if i say thanks in comments is not worth ,your help is remarkable in people's life who are trying to get job in data science field
Wich course
@@jagadeeshkrishnamurthy1971 executive post graduate in data sceine and AI
@@rakeshrocky7386 which institute
krish you are creating a revolution in Bharat
He lost all his hair by doing it.
Sir, I am a new student of the iNeuron FSDS course. I was heartbroken and confused when I learned that Neuro lab has been discontinued. It was the backbone of the course.
That's really sad
Business and profit is what matters in this world.
Hello Mr. Krish,
I understand that you mentioned a need for statistics in the field of generative AI. In order to fully grasp this concept, I would like to know if it is also necessary to acquire knowledge in probability, linear algebra, and calculus.
Thank you for your time and consideration.
Yes
Thank you so much, Krish! I really wanted to kick start my learning with Gen AI, now I Atleast know a bit where to start with and end.
Also, I believe with great Fundamentals being strong you make things easy, this video helped me to get insight of it. Thanks for that.
Sir can you mention all the videos or the playlists of these topics in the description so it becomes easy for us to learn
If possible, please add a playlist on dashboard summarization using genAI.
sir,can you please upload a video on instruct fine tuning and diff between instruct vs fine tuning please upload an detailed video sir
hello Sir, I'm from Pakistan consider my self your student and thoroughly watching your videos. Here I wanted to make a suggestion for making a python in one video. This could be helpful for us as quick revision as well easy learning. stay blessed
Very nicely explained and thoughful vedio for Gen AI
fantastic lecture again Krish! God bless you all,
What are those project(RAG, Q&A, Fine tuning) , Can anyone explain ? Does it a web development based project ?
I'm a tester and I was introduced to testing gen ai applications. In the process I was asked to learn about gen ai, llms, and prompt engineering. When I dive right into learning all these things i was so confused as I don't have any previous knowledge on machine learning/ai. Please guide me on what pre requisites I should have before starting these in the context of testing
Way to go, Krish! You're such a helpful, giving person! Thank you.
Thanks. Is deep understanding ML and math behind it is necessary?
Yeah
Krish, Thanks for the sharing the knowledge. It is really helpful. Could you please share which app you are using for writing the content that you are showing in the video, it is very good.
please launch a dedicated course (paid) also, where we can have a option to speak with you. please let us know about the writing pad you are using.
❤❤❤ Wonderful sir
Thank you for providing valuable information Krish 🙏🙏🙏🙏
Thanks
Hello krish, can you provide us some use cases of GenAI in the field of Automation testing
I believe this video is what all AI beginners need to see.
thank you!
What are those project(RAG, Q&A, Fine tuning) , Can anyone explain ?
Can you do a video based on Image/Video side of generative AI?
Is it necessary to have some kind of degree to get into generative AI? A lot of times it's required in most cases in the AI industry.
In above life cycle you missed databases chroma db and pinecone to store data
Deployment means with Cloud or without Cloud ☁️???
aws / Azure
@@sidindian1982 Any cloud platform ?
Hi Krish,
If i am starting from basic prerequisite, and to reach till LLM, how much time would it take me to complete LLM, by giving almost 2 hrs on a daily basis
2 years
in refrence to the LLMOPS, you mentioned that there will be another video, please do add the role of plateforms like kubernative, kafka etc (cloud native technologies)
thanks for bringing this video it is really helpful
Hi Krish, is it possible to import my jupiter RAG notebook(using chromadb) in watsonx assistant ? Because I want to create a chatbot
If i have a basic knowledge of Python then can i learn Genreative AI .I don't about ML... please suggest.. thank you
Learn the libraries like panda, numpy, keras, sklearn etc
Thank you 🙏
Hi sir,
Hope your doing well.
Sir, I wanted clarification, I plotted Nan and non-Nan values against median salary for multiple features and found out that in some features median salary is high for non-nan, for some median salary is high for Nan values, and for some features it's almost the same. What intuition do we get from this ? Should we consider missing values are MCAR or MNAR ?
Thanks Krish for valuable information
Thank you so much sir.
Great video
Thank you so much
I am student how can i use open ai API
Sir but the python libraries which you already gave are in the old version.. how can we manage it sir??
Sir data analyst pe video bnahiye
Thanks!
Sorry, completely off-topic. Which note taking app is it ?
Microsoft notes
hi krisnak
❤❤
Sir muje ye Hindi me video upload karo na aur muje generative ai course karna he maatra 3 months me
कितना भी करो बड़ी कंपनी मे dsa ही पूछते है अगर कोडिंग से नहीं भाग सकते आजके no code ai के के लिए
🙏🙂👍
🎉