Hello, I am absolutely new to this domain

Introductions
1

Hello Everyone, I am completely new to the AIML domain, and I don’t have any idea of the stuff and how it works, I just know some of the theory part which I learnt as a part of my academic syllabus.

I have a little experience in Web Development, both frontend and backend (Full Stack), but I am unaware of the aiml domain, recently, I got an internship, and there my team got shifted under the AI team, and now I have to start learning in this field. Mostly, the work would be under NLP, GenAI, Vision Computing and LLMs (all the things which are popular nowadays).

I would be happy, if someone could guide me or tell me a roadmap with which I can pursue my learning. Currently, I have started the machine learning specialization course by deeplearning.ai on coursera.

Thank You!

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Hi there!

It’s great that you’re diving into AI/ML, and your web development experience will definitely help as you transition to this field (with the deployment part). Since you’ve already started the Machine Learning Specialization by deeplearning.ai (a fantastic choice, by the way), here’s a roadmap tailored for you:

  • Complete the Machine Learning Specialization: This will give you a solid understanding of ML algorithms, concepts, and practical applications.
  • After that, move to the Deep Learning Specialization (also by deeplearning.ai). This course covers essential deep learning concepts, such as neural networks, convolutional networks (for vision), and sequence models (important for NLP).

Since your team is focusing on NLP and GenAI, understanding how language models work is essential.

  • Take the Natural Language Processing Specialization by deeplearning.ai or similar courses (like Hugging Face’s tutorials on Transformers).
  • Learn about modern LLMs (Large Language Models) such as GPT, BERT, and T5. Try platforms like Hugging Face for hands-on experience with these models.

You can start with Generative AI course here (Optional)

LangChain is a popular library for working with LLMs and building pipelines.

  • Start by exploring LangChain’s official documentation and tutorials.
  • Combine it with NLP tools like OpenAI’s GPT APIs to create real-world applications like chatbots and QA systems.

General advice: this filed takes a lot of time to master it so don’t give up it takes time but it worth it for sure :slight_smile:

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