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
/ @krishnaik06
-----------------------------------------------------------------------------------
Fresh Langchain Playlist: • Fresh And Updated Lang...
►LLM Fine Tuning Playlist: • Steps By Step Tutorial...
►AWS Bedrock Playlist: • Generative AI In AWS-A...
►Llamindex Playlist: • Announcing LlamaIndex ...
►Google Gemini Playlist: • Google Is On Another L...
►Langchain Playlist: • Amazing Langchain Seri...
►Data Science Projects:
• Now you Can Crack Any ...
►Learn In One Tutorials
Statistics in 6 hours: • Complete Statistics Fo...
End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's
Machine Learning In 6 Hours: • Complete Machine Learn...
Deep Learning 5 hours : • Deep Learning Indepth ...
►Learn In a Week Playlist
Statistics: • Live Day 1- Introducti...
Machine Learning : • Announcing 7 Days Live...
Deep Learning: • 5 Days Live Deep Learn...
NLP : • Announcing NLP Live co...
---------------------------------------------------------------------------------------------------
My Recording Gear
Laptop: amzn.to/4886inY
Office Desk : amzn.to/48nAWcO
Camera: amzn.to/3vcEIHS
Writing Pad:amzn.to/3OuXq41
Monitor: amzn.to/3vcEIHS
Audio Accessories: amzn.to/48nbgxD
Audio Mic: amzn.to/48nbgxD

[@megatron1560]

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

[@yogeshmagar452]

Krish Naik Respect Button❤

[@vikaspahuja6312]

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.

[@rizwanahmed4957]

Sir you are the only one on RUclips 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

[@emmanuelchidera9258]

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

[@syedhussain6358]

Excellent ❤

[@ganeshgowthamdupati9682]

Love your work sir ❤️

[@Mazicur]

Krish Naik, you are a legend

[@1murali5teja]

Thank u so much sir

[@kr.hemantk6176]

Waiting For NEXT Video
😍😍😍😍

[@tanmaytiwari2198]

Very helpful

[@panchananpadhy4053]

Respect sir

[@shalabhchaturvedi6290]

Good stuff !

[@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

[@sachindubey7560]

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

[@samiksha8774]

Sir, please make the complete series

[@Momentum_Option_Buyer]

Please post more videos for Azure...

[@yerrabachu]

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

[@shreedhargaming]

We are waiting for AI series sir ....

[@sqlsql4304]

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

[@kashishvarshney2225]

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

[@arunima29]

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

[@ankitrautela9157]

please complete this series its been 8 days no new video

[@krishnaik06]

Check the playlist

[@rishiraj2548]

🙏🙂👍

[@hassanahmad1483]

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