Machine Learning

Learn PyTorch by Examples (4): Sequence Prediction (I) -- Recurrent Neural Networks (RNN)

Learn PyTorch by examples, use Recurrent Neural Networks to predict the sine function

Machine Learning

Learn PyTorch by Examples (3): MNIST Handwritten Digit Recognition (III) -- Convolutional Neural Networks

Learn PyTorch, Implementing MNIST Handwritten Digit Recognition with Convolutional Neural Networks

Machine Learning

Learn PyTorch by Examples (2): MNIST Handwritten Digit Recognition (II) -- Parameter Selection in Neural Network

Learn PyTorch, parameter selection and performance comparison in MNIST handwritten digit recognition neural network

Development

Container(1): About Containerization -- Containerization, Docker, Docker-Compose, Kubernetes / K8s, etc.

An introduction to container-related knowledge: Containerization, Docker, Docker-Compose, Kubernetes / K8s, etc.

Website

Python Web Development Learning (5): Deploying Website on AWS

Deploying websites developed with Python on AWS