Translated:books: Essential foundational knowledge for technical interviews, Leetcode, computer operating systems, computer networks, system design
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Translated✅ (Completed) Super comprehensive deep learning notes [Tudui PyTorch] [Li Mu Dive into Deep Learning] [Andrew Ng Deep Learning] [Dafei LLM Agent]
- book
- chinese
- computer-vision
- deep-learning
Translated:zap: Machine Learning in Action (Python3): kNN, decision tree, Bayes, logistic regression, SVM, linear regression, tree regression
- adaboost
- logistic
- svm
- smo
TranslatedMy continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides), with video links
TranslatedNotes on data science and collected materials
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
- andrew-ng
- andrew-ng-machine-learning
- coursera
- coursera-assignment
TranslatedA summary and organization of the various kinds of knowledge that a natural language processing (NLP) engineer needs to accumulate, including interview questions, all kinds of foundational knowledge, engineering skills, and so on, to improve core competitiveness
TranslatedChinese Python notes
- python
- scipy
- theano
- matplotlib
TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]
- book
- lihang
- statistical-learning-methods
- machine-learning
TranslatedStudy Notes For Web Hacking / Web Security Study Notes
- web-hacking
- study-notes
- hacking
- pentesting
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
- deep-learning
- neural-network
- coursera
- andrew-ng
TranslatedProgramming assignments for "Computer Networking: A Top-Down Approach (6th edition)", plus translations of the Wireshark lab documents and their solutions.
Dive into CPython internals, trying to illustrate every detail of CPython implementation
- python3
- cpython
- python
- c
TranslatedChinese translation notes for Python for Data Analysis, 2nd Edition (2017)
- python-for-data-analysis
- jupyter-notebook
- chinese-translation
- data-analysis
TranslatedLinear algebra notes
我的自学笔记，终身更新
全栈开发知识库 | Full-stack notes: Android · Kotlin · C/C++ · Go · HarmonyOS · Frontend · Backend
- android
- source-code
- study-notes
- fullstack
Notes about courses Dive into Deep Learning by Mu Li
This is Andrew NG Coursera Handwritten Notes.
- andrewng
- andrew-ng
- andrew-ng-course
- andrew-ng-machine-learning
felixge's notes on the various go profiling methods that are available.
- pprof
- profiling
- go
- golang
复现大模型相关算法及一些学习记录
Chinese Translation for Machine Learning Infographics
:earth_americas: machine learning tutorials (mainly in Python3)
✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。