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AI Researcher Learning Path

Artificial Intelligence integrates data science, research, and machine learning engineering to drive innovation and scalable solutions

Python PyTorch Jupyter NumPy License


Learning Structure

Math Foundations

Derivatives • Vectors • Matrices • Probability

PyTorch Fundamentals

Tensors • Operations • Reshaping • GPU Computing

Neural Networks from Scratch

Neurons • Layers • Backprop • Optimizers

Transformers

Attention • Self-Attention • Multi-Head • Decoder

Retrieval-Augmented Generation (RAG)

RAG • Indexing • Retrieval • Integration

Optical Character Recognition (OCR)

OCR pipeline • Preprocessing images


Tech Stack

Python
Python
3.8+
PyTorch
PyTorch
2.0+
NumPy
NumPy
Latest
Jupyter
Jupyter
Latest
Matplotlib
Matplotlib
Latest

Connect with me

LinkedIn GitHub Portfolio


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