Here below are some simple and clear guides that will help an AI engineer:
1. Learn the basics
– Python is the most important programming language for AI; in maths you need to understand especially algebra, calculus and statistics. For data structure you need to know how data is stored and used efficiently.
2. Learn Machine Learning
– ML teaches computers to learn from data. You will learn about regression, classification, clustering and neural networks.
3. Learn Deep Learning
– This is advanced ML; you will learn about CNN, RNN and Transformer
4. Learn AI tools
–You should know how to use TensorFlow, PyTorch, Scikit, and Hugging Face.
5. Practice with the project.
6. Learn Deployment.
– Learn how to make your AI work online.