Generative AI Project Lifecycle-GENAI On Cloud

The GenAI life cycle delineates the steps for creating AI-based applications, such as chatbots, virtual assistants or intelligent agents. GenAI (or Generative AI), refers to advanced machine learning systems capable of creating content, such as text, images, and even code, that is often indistinguishable from content produced by humans. Understanding the GenAI life cycle is important for enabling teams to leverage the full potential of a GenAI project.
To help manage GenAI projects, below I first describe the GenAI life cycle, compare it with the CRISP-DM life cycle, which is the most common life cycle used in traditional data science projects, and then discuss key project challenges that introduce uncertainty into GenAI projects.
-----------------------------------------------------------------------------------------
Support me by joining membership so that I can upload these kind of videos
-----------------------------------------------------------------------------------

►Data Science Projects:

►Learn In One Tutorials

End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's

►Learn In a Week Playlist

---------------------------------------------------------------------------------------------------
My Recording Gear

[megatron]

Please add all your videos on gen ai from start till LLMops all together in one playlist. A person who doesn't know any genAI should be able to first learn it locally then also learn LLMops further

[vikaspahuja]

Hi Krish, definitely this series will help us to gain a broader understanding of cloud platforms, LLM APIs in the cloud and LLMops part. I have no words to express my thanks to you and your hard work.

[akashjoy.V]

Awesome. I was eagerly waiting for this

[emmanuelchidera]

Hey Krish, Thank you for this particular video. It is an answer to the questions I have for a real life project.

[rizwanahmed]

Sir you are the only one on YouTube who is working like this on gen ai you are Great i am from karachi pakistan here piaic institute of AI why they are teaching in 1st quarter JavaScript nextjs for gen ai

[geniuslearningsarat]

Waiting for More videos for GenAI on Azure platform

[samrat_chauhan]

Hi krish, I can’t wait for next video please work harder …to make it/complete it as soon as possible because mjhe aur kissi ka ab samajh nahi ata and I need to learn this as a part of my job asap

[yerrabachu]

Excellent, Do we need integration tests for the Generative AI Project Lifecycle? If so, what kinds of integration tests are available?

[geniuslearningsarat]

Hi Krish. Waiting for More videos for GenAI on Azure platform.
If it is available on paid version please let me know

[sqlsql]

Hello Krish, need an opinion from an expert like you. My organization is very keen on GenAI, is it advised to use GenAI to run production work load like ( patching of imp servers, rebooting servers etc) as it is known fact that LLMs can hallucinate. Please adivce

[sachindubey]

Krish recently MIT and NVIDIA researchers introduced VLA(Vision language model) could you make separate video on it

[kashishvarshney]

Hai sir, I need your help
I created an assistant in openai that calls 5-6 function but sometimes it forgetting my instructions what should I do please reply

[ankitrautela]

please complete this series its been 8 days no new video

[arunima]

Has Krish made a video on RLHF? If not, requesting Krish to create one on RLHF with a demo.

[hassanahmad]

Sir ....these projects are useless... without deployment...can't able to find... videos regarding deployment of generative ai projects