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Basic of ML & DL
Machine Learning
Supervised vs. Unsuppervised
Regression & Model Assessment
Deep Learning Overview
What is a neural network?
Standard Layers
Workflow in ML
Core Ml templates
PyTorch for Deep Learning
Overview
00. PyTorch Fundamentals
01. PyTorch Workflow Fundamentals
02. PyTorch Neural Network Classification
03. PyTorch Computer Vision
04. PyTorch Custom Datasets
05. PyTorch Going Modular
06. PyTorch Transfer Learning
07. PyTorch Experiment Tracking
08. PyTorch Paper Replicating
09. PyTorch Model Deployment
PyTorch Extra Resources
PyTorch Cheatsheet
The Three Most Common Errors in PyTorch
Setup to code PyTorch
Zero to Mastery Machine Learning
Zero to Mastery Machine Learning
Practices
Linear Regression
Logistic Regression
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