Repository Index

TranslatedMy continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides), with video links

TranslatedCovers the core concepts and key features of the Spring framework, including the use of the Inversion of Control (IOC) container, the principles and practice of Aspect-Oriented Programming (AOP), the approaches and implementation of transaction management, the flow of Spring MVC and how controllers work, as well as in-depth study of data access, security, Boot auto-configuration and other areas in Spring. In addition, it includes the application of the Spring event mechanism, advanced topics such as cache abstraction and reactive programming, and an in-depth exploration of the programming style and design patterns of the Spring source code.

• java
• spring
• spring-boot
• spring-cloud

TranslatedNotes on data science and collected materials

AI,Opensource,Database,Business,Finance,Minds. git clone --depth 1 https://github.com/digoal/blog

• postgresql
• greenplum
• enterprisedb
• database

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

🎓 Sharing machine learning course / lecture notes.

• machine-learning
• deep-learning
• ai
• natural-language-processing

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

• ai
• prompt-engineering
• stable-diffusion
• openai

Translated🔥🔥 "InterviewGuide" is a record of Axiu's (阿秀) many years of teaching himself computer science, from campus to the workplace, together with a collection of articles summarizing the campus recruitment & autumn recruitment experiences of junior students (学弟学妹). It includes, but is not limited to, study summaries on C/C++, Golang, JavaScript, Vue, operating systems, data structures, computer networks, MySQL, Redis, and more. Keep learning and keep growing!

• cpp
• java
• os
• interview

Several Coding Patterns for Solving Data Structures and Algorithms Problems during Interviews

• grokking-coding-interview
• grokking-dynamic-programming
• algorithms
• coding-interviews

This repository contains study materials for the **Claude Certified Architect — Foundations** certification.

TranslatedChinese translation notes for Python for Data Analysis, 2nd Edition (2017)

• python-for-data-analysis
• jupyter-notebook
• chinese-translation
• data-analysis

TranslatedRecord CS knowlegement with XMind, version 2.0. Use XMind to record some designs of the Linux operating system, networking, C++, Golang, and databases

• xmind
• os
• golang
• network

浙江大学《数据结构》上课笔记 + 数据结构实现 + 课后题题解

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

:earth_americas: machine learning tutorials (mainly in Python3)

• machine-learning
• data-science
• jupyter-notebook
• python3

Ideas on better database design

• database
• design
• nodejs
• mysql