How can I start building small AI projects as a beginner?

Question

How can I start building small AI projects as a beginner? Please suggest some AI Tools. Thanks

Natasha Sturrock · Answer

I’d say start small — like building a chatbot, text summarizer, or image classifier. Tools like Google Colab (free notebooks), Hugging Face (pre-trained models), and OpenAI’s API are beginner-friendly. You don’t need to train huge models yourself, just play around with existing ones and slowly build from there.

Sam Hobbs · Answer

Are you asking how to crate projects using AI or are you asking how to create an AI project? If you want to use AI to create projects in general then it somewhat depends on the IDE you prefer. Microsoft Copilot is provided with Visual Studio and can bed used in Visual Studio Code. There are very many other AI tools that can help you develop projeccts.

Jayraj Chhaya · Answer

Start small AI projects using beginner-friendly, mostly no-code tools like: ChatGPT / Claude → Chatbots, text generation Runway ML / Lobe.ai / Teachable Machine → Image, video, or simple ML projects Hugging Face Spaces / OpenAI Playground → Experiment with NLP and models Begin with simple projects like text summarizers, chatbots, sentiment analysis, or image style transfer, and gradually add Python for more customization.

How can I start building small AI projects as a beginner?

Answers (3)