Deep Learning and Machine Learning

This paper summarizes resources for deep learning for beginners.

Deep Learning Tutorials.

• Module 0 — Environment Setup (Beginner Guide)
• Module 1 — Machine Learning & Neural Network Basics
• Module 2 — Training & Learning Process
• Module 3 — Practical Deep Learning with PyTorch
• Module 4 — CNNs and Computer Vision
• Module 5 — Deep Learning Architectures
• Module 6 — Modern Deep Learning Overview Please note that the above modules are not intended to be comprehensive learning materials. Instead, they are designed to serve as introductory hooks that highlight key concepts and provide a starting point for further exploration. Readers are encouraged to consult additional resources and references to develop a deeper understanding of each topic.

Resources

• Deep Learning Resources
• Machine Learning for Beginners
• Deep Learning Tutorial for Beginners, Get Started