Linear algebra, integral, calculus, matrix multiplication, and other mathematical functions and formulae.
Discrete math mostly set theory, graphical representation, trees, and charts.
Machine learning algorithms.
Deep learning and neural networks.
NLP and time-series
Computer vision.
Statistical and data analytics tools.
Real-time projects.
Yes, these are important topics to learn AI. But if you are a beginner you need to join any training institute where the trainers will lead you from very basic to advanced. Python is the most important module to learn AI.
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