Don't worry! Today, I will share some very interesting and useful websites that provide you with lots of pre-trained models, datasets, and even live demos, so you can interact with them and build something exciting using their pre-trained models or create your own using their variety of datasets.
Hugging Face is a hub for AI models, especially in natural language processing (NLP). It provides pre-trained models, libraries like transformers, and tools to fine-tune models for your own projects. It's beginner-friendly and offers extensive documentation
Additionally, it provides Streamlit demos for almost all the models, and it also includes the code for each demo so that you can use and modify it for your own projects. Not only does it offer NLP models, but it also has a variety of other models like text-to-image, image-to-image, video models, and more.
It's a website for people learning AI and Machine Learning. It gives you free datasets, a place to write and run code, and fun competitions to practice your skills. It's a great place to learn and grow!
Civitai is an open-source platform for generative AI art, allowing users to share, discover, and use AI models for creating various styles of images. It features a vast library of user-generated models, including checkpoints, LoRAs, and textual inversions, and supports cloud-based image generation with a community-driven approach.
Every student or developer knows about GitHub. There are lots of open-source AI/ML projects published there along with full guides. You'll also find many open-source AI models with their training code, making it a valuable resource for your AI/ML journey.
Additionally, stay active on Reddit and X, and follow creators who share content around AI/ML. Join developer communities to learn from others, share your thoughts, ask questions, and provide answers — all of these will help you understand new concepts more quickly.
Here are a few extra resources for you! I’ve put together 100+ Python programs that can help sharpen your coding skills with practice. If you're interested, just swipe up to access them all.