All Quarters - Class02- Generative AI Fundamentals: From Basics to Beyond with PIAIC

👋 Hey AI Enthusiasts! Discover the world of Generative AI in this comprehensive video. We delve into the fundamentals, exploring what Generative AI is, how it works, and its potential to revolutionize industries. Understand the critical role of hardware like CPUs, GPUs, and NPUs in powering these intelligent systems. Explore the vast ecosystem of Generative AI, including Large Language Models (LLMs), cloud platforms, and open-source options. Join us as we discuss the implications of Generative AI and its potential to reshape our world.
This video is an orientation for our " Certified Cloud Native Applied Generative AI Engineer " Course at PIAIC Platform.
📚 What Will You Learn? in this course
● Custom GPTs and Multi AI Agent Systems: Learn to fine-tuning foundational AI models, and market them in GPT stores. Learn key principles of designing effective AI agents, and organising a team of AI agents to perform complex, multi-step tasks. Apply these concepts to automate common business processes.
● Develop AI Powered Microservices: Master Python, build APIs using FastAPI, SQLModel, Postgres, Kafka, Kong, and leverage cutting-edge GenAI APIs like OpenAI, and Open Source AI LLMs.
● Cloud Native Expertise: Design and deploy cloud-native applications using Docker, DevContainers, TestContainers, Kubernetes, Terraform, and GitHub Actions.
● Distributed System Design: Designing systems that run on multiple computers (or nodes) simultaneously, interacting and coordinating their actions by passing messages over a network.
● Designing AI Solutions using Design Thinking and Behaviour Driven Development (BDD): We will learn to leverage these methodologies to create AI solutions that are not only technically sound but also highly user-centric and aligned with real-world needs.
● Fine-Tuning Open-Source Large Language Models using PyTorch, and Fast AI: We will learn to fine-tuning of open-source Large Language Models (LLMs) like Meta LLaMA 3 using PyTorch and Fast AI, with a focus on cloud-native training and deployment. We will set up development environments, preprocess data, fine-tune models, and deploy them using cloud native platforms.
● Physical AI and Humanoid Robotics: We will learn to design, simulate, and deploy advanced humanoid robots capable of natural interactions.
🛠️ Tools & Technologies Covered:
- Poetry
- Python
- FastAPI
- Docker
- Kafka
- Kong
- Pytorch
- ROS2
📌 Useful Links:
- github.com/pan...
- www.piaic.org
📣 Stay Connected:
Don't forget to like this video 👍, subscribe 🔔, and share 💌 it with your friends and colleagues who are interested in Python development and data science!
🎓 Perfect for beginners and experienced developers looking to enhance their Python skills!
#generativeai #artificialintelligence #AI #LLM #machinelearning #technology #future #CPU #GPU #NPU #cloudcomputing #opensource
- **Connect with the Instructors**: Have questions? Want to connect? Find us on LinkedIn:
- [Zia Khan]( / ziaukhan )
- [Qasim Sir]( / sirqasim )
- **Join Our Community**: Become a part of our growing Facebook group and stay updated with all the latest content and discussions:
[Official Facebook Group]( / 207857240128729 )

[@sufyankhan5353]

Excellent work by sir zia and team

[@IrtizaHassan-z9q]

Thanks sir❤

[@sufyankhan5353]

Crystal clear hogya pura path mere samnay thanks sir

[@alphatango5798]

ap kis quator mein ho? or yeh academy ya institute kahan hai kia sarii classes online honge agay bhi ya physical bhi? jo physical mein perhatay hain wohi online mein bhi?

[@qasimhusnain5901]

stack 0: Local AI microservices development stack
stack 1: Serverless with OpenAPIs
stack 2: Custom AI stack with PyTorch, Llama, and Kubernetes
stack 3: OpenAI GPT stack with conversational Interface
stack 4: The Rise of Agnentic AI: A New Era of intelligent collaboration

[@arsalanhussain.]

Great sir zia and sir ameen

[@qasimhusnain5901]

Stack 5: The next wave of AI: Humanoid and Physical AI

[@BhaiyaJee]

Sir Q2 wale ye online classes lay?

[@qasimhusnain5901]

Serverless means, a server facility that is managed by the vendor

[@briwaysol]

But it is possible as like panadol medicine depend on area if supply is high then future must b need more high

[@AmeerHamza-dp8le]

I'm confused. Is it a new course? or is it for quarter 3 students. I'm new here and I'm not part of any batch or quarter. Please anyone help me to find out this course outline also can I learn only through these live sessions?

[@AmeerHamza-dp8le]

@panaversityUrdu help me

[@qasimhusnain5901]

Stack 0: Local AI microservices development stack

[@user-wv8tu1bz2c]

Local AI Microservices Development Stacks

[@Naeemhadi330]

Cloud native platform
Open source
Open shift

[@syedasif928]

class ma net available ho ga

[@alphatango5798]

ap kis quator mein ho? or yeh academy ya institute kahan hai kia sarii classes online honge agay bhi ya physical bhi? jo physical mein perhatay hain wohi online mein bhi?

[@thenomism]

@@alphatango5798 Islamabad me ye air university me.karwa rahay Hain

[@thenomism]

​@@alphatango5798aik class physical Hoti hai uni me Saturday KO....aur do online classes Hoti hai wednesday and Thursday KO....

[@user-yt3ec6eq1d]

Ye kis ki clas h sir governor house walo ki

[@user-gy6td9jk1l]

Nhi ye PIAIC k batch 61 ki class h

[@user-dk3ht9cp6m]

local ai microservices development stack

[@qasimhusnain5901]

EKS Elastic Kubernetes Server

[@Naeemhadi330]

Contization

[@Naeemhadi330]

Eks

[@user-up8yz2ei5y]

Sarwar less mens sarwar rent pr lena or khud busniese krna manij krna

[@ahmedbadar3398]

25-JULY=2024=2

[@user-up8yz2ei5y]

Eks amazon kubnetes sarwar

[@DahellMc]

at 1:18:00 there is 2 gay.

[@DesiMuscles]

Wo log like kren jinhen junaid sir ki bt smjh nhi ati 😂