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Generative AI

 Generative AI (Artificial Intelligence) - Introduction. 



You will understand 80% of generative AI if you know these five building blocks.



1. AI Agents


These are softwares that can independently take data, analyze that data, take decisions and do tasks for you.


A really good video to understand this concept is this video called "How I Made AI Assistants Work for Me" by CrewAI.

https://youtu.be/kJvXT25LkwA?si=3ITppfTgajVh_jPV



2. Multimodality


This is the ability of an AI model to work with different kinds of data like text, images, audio, video and so on and so forth.


A really good video for this is one that has been created by IBM which goes very deep into. I think you need to start around say the third or the fourth minute, but it goes very deep into multimodality. So that's one video that you can watch. It is called "GPT-4o, AI overview and our multimodal future ".

https://youtu.be/T6DGGHlkYa0?si=x-P87wzs5jYGnwER



3. RAG


This is Retrieval, Augmented Generation or it's the ability of a AI model to actually look into a database for real information before responding so that its results are more accurate.


There's a video by Don Woodlock called "What is rag? (Retrieval, Augmented Generation)", and I think that does justice to understanding this extremely complicated concept.

https://youtu.be/u47GtXwePms?si=O23b5lJ-kuM5V4Vh



4. Fine Tuning


This is using a pre trained AI model and teaching it new tricks based on very specific data that you might have for your particular use case.


There's this video called "[1hr Talk] Intro to latge language models" elaborating large language models that goes very deep into fine tuning.

https://youtu.be/zjkBMFhNj_g?si=7huO6imC8SBnuB7T



5. Prompt Engineering


This is the ability to craft very precise instructions to an AI model so that very specific tasks as per your needs can be completed by that AI model.


There's this video on AI prompt engineering on Anthropic's YouTube channel called "AI promptengineering: a deep drive".

https://youtu.be/T9aRN5JkmL8?si=swtWzvQraN7Yx2UJ



Wish you a happy AI journey ahead. 



Avijit Kumar Roy

#ProcessConsultant

#Kolkata

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Startup Handholding:

Mentioning Startups and Handholding in their Business Road Maps and Strategies.

SIYB Certified by Government of India.


Capacity Building:

Optimising various business processes and increasing profitability of the MSME units


Management Consultancy:

Studying the AsIs management of the MSMEs and suggesting ToBe as per best industrial ractices relevant to the existing business and plans to reduce the Gap between the two to increase the management efficiency. 

MCLS Certified by Government of India.


Technology Consultancy:

Incorporating relevent Industry 4.0 into the MSME units to reduce the process cost and increase the overall efficiency of the operation. 

Also helps in ZED certification. 

SCORE Certified by Government of India. 


Market Positioning:

Studying the product Possibilities. 

Studying the market.

Suggesting the strategies for Market positioning of the product.


Branding Strategy:

Indepth study of Domestic, International, and Online Branding Possibilities of the business (product and service).

Suggesting Branding Strategy. 


Consultancy Charges :

Avijit Kumar Roy 

Process Consultant 

+91 983 697 6920

avijitkumarroy@gmail.com 


1. Telephonic General Consultancy and Knowledge Sharing : Free


2. First Day Consultancy Charge 4-5 hrs : ₹5,000/- and Travelling (from and to Kolkata).


3. If Travelling is more than (4×2) 8 hrs then extra ₹3,000/- to be added per day of Travelling.


4. For out of Kolkata visit, Arrantment of Travelling (AC 2/3), stay (ac and geyser), Fooding (stay and Travelling), All local convince will be within the scope the client inviting. Consultancy of @₹3,000/- will be applicable per day from the date of journey from Kolkata (or any place of my choice, whichever is the shortest) till the end of journey to Kolkata (or any place of my choice, whichever is the shortest)


5. 2nd session (onwards) Consultancy charges are ₹3,000/- per session (4-5 hrs)


6. Training or lecture @₹1,500/-. For out of Kolkata visit, Arrantment of Travelling (AC 2/3), stay (ac and geyser), Fooding (stay and Travelling), All local convince will be within the scope the client inviting. Consultancy of @₹1,500/- will be applicable per day from the date of journey from Kolkata (or any place of my choice, whichever is the shortest) till the end of journey to Kolkata (or any place of my choice, whichever is the shortest)


7. Other service charges will be case to case basis.


#artificialintelligence #ai #machinelearning #aiart #digitalart #technology #art #midjourney #aiartcommunity #datascience #generativeart #innovation #tech #deeplearning #python #midjourneyart #programming #aiartwork #bigdata #robotics #aiartist #coding #artoftheday #business #iot #digitalartist #artwork #aiartists #midjourneyai #stablediffusion

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