AI Roadmap

Iam a full-stack web developer. Now, I want to learn to build AI based applications as soon as possible, but I don’t know where to start? Should I first learn LLMS, ML fundementals ..?
Any advice, please?

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I am not an expert in this domain but what ever I have learned I just share my point of views it my help you to choose a domain in AI.

Look I am a self-taught programmer and interested learning about AI. I started my journey of knowing about AI from the channel Irfan Malik AI course. After gaining the foundational knowledge about AI. I started learning Python from Scratch, not because I was unable to code but I wanted to build my confidence in python language. Because In every course when I picked I found python being used specially in course of AI conducted by international AI experts.

In this all time I also use non-code tools and build small chatbot but I felt bore. Owing to my programming background using these no code tool were boring for me. So, I tried to find something new. Than , I listen about ML and I wanted to deep dive into it but soon I realized ML is too different way from my current skill which is full-stack.
Playing with data is an excellent way but I love the engineering side. Rather than learning about data I prefer to use these LLMs model to build something. Here come I found that I have to do .

Introduction of RAG which is the perfect thing I discover for myself. I use Rag to build the AI agent for my own business and RAG pathway is much relatable with my skill and the desire in my heart of building something for a specific community rather than making models and playing with data. Currently, I enroll in The RAG course lunched from DeepLearing.ai .

Last but not least

Understand the basic concepts of AI from a native speaker. It is help you understand the foundational knowledge about AI. this approach help you to go deep dive about AI from the international instructors. You might know English but believe me understanding the foundation concepts are as necessary because AI is all about building concept.

Make your on pathway and explore non-code tools. I prefer to use n8n and build a small AI agent. Don’t say I am full-stack developer how should I use non-code tool. I understand but it is necessary . it will open further doors for you. If you are interested in building AI agent path will open for you and it felt you bore than you will change your pathway as well.

If you have any question feel free to ask? and yes Nice to me you . Hassan Balach from Pakistan
let’s connect on Linkedin
https://www.linkedin.com/in/hassanbalach123/

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WOW!
Thanks a lot! Your guidance is really useful for me. You’re an inspiration.Actually, I want to build AI based applications as soon as possible. As you’re taking RAG course by DeepLearning.AI. Can you tell me please what are you able to create?
Thanks in advance!

I have too started my journey in the field of AI&ML. From where should i start can you tell.
I have a good hand on python and data handling libraries.
How and what to proceed next?

Recently, I am working on Customer Support Agent using Rag and n8n for my uncle Mobil School Management Android Application. I want to automate the entire sell and customer support system because he does not give time to sell his own product.
I approach him and finalized a deal with him. I will make an agent for him who deals his customer 24/7. I have designed the entire workflow and just need to integrate it with whatsapp.

I am not a ML engineer @Aman_17. I don’t think, I can give you a valueable answer. But the approach which really help me at starting of my career.
" Find a mentor on youtube who is teaching ML in your language. It will help you to build foundations concept of ML."
It is my observation not recommendation.