Lu, Yukuan

Sources:

1. GCloud
2. GCloud: Install GPU drivers

Note: I find Google Cloud too be over complicated and the billing is insane. So I do not recommend using it.

Sources:

• miniconda

Sources:

1. Pytorch GPU Setup Guide

For CUDA installation, see my How to Install and Setup CUDA post.

The concepts of datasets, samples, labels in Machine Learning.

Sources:

1. Mu Li et al. 1. Introduction. Dive into Deep Learning.

2. Cross-validation: evaluating estimator performance

Decorators are a significant part of Python. In simple words: they are functions which take other functions as inputs and output their modified versions.

Sources:

1. Python Tips: Decorators

Sources:

1. 廖雪峰的教程

Tutorial about using inversese proxy to connect a server in a private network which your machine don't have access to.

Resources for EE(Electrical Engineering) learning, including signal processing, information theory, etc.

Resources for essential topics of Machine Learning and Deep learning, including Natural language processing (NLP), Computer Vision (CV), Reinforcement Learning (RL), Self-Supervised Learning (SSL), etc.

Sources:

1. James McClellan, Ronald Schafer & Mark Yoder. (2015). IIR Filters. DSP First (2nd ed., pp. 394-457). Pearson.