Yiting Nian's starred repositories
MLofAndrew-Ng
吴恩达机器学习课程的讲义，欢迎大家一起学习
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
statistical-analysis-python-tutorial
Statistical Data Analysis in Python
Computational-Neuroscience
北京大学 计算神经科学 Computational Neuroscience (Prof. Si Wu, Peking University, 2021 Fall)
python_data_analysis_and_mining_action
《python数据分析与挖掘实战》的代码笔记
DataEngineeringProject
Example end to end data engineering project.
Udacity-Data-Engineering-Projects
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
awesome-opensource-data-engineering
An Awesome List of Open-Source Data Engineering Projects
fullstack-data-engineer
全栈数据工程师养成攻略
JavaOrBigData-Interview
Java开发者或者大数据开发者面试知识点整理
Database-Notes
📚深入浅出数据库存储：数据库理论、关系型数据库、文档型数据库、键值型数据库、New SQL、搜索引擎、数据仓库与 OLAP、大数据与数据中台
bigdata-growth
大数据知识仓库涉及到数据仓库建模、实时计算、大数据、数据中台、系统设计、Java、算法等。
litemall-dw
基于开源Litemall电商项目的大数据项目，包含前端埋点(openresty+lua)、后端埋点；数据仓库(五层)、实时计算和用户画像。大数据平台采用CDH6.3.2(已使用vagrant+ansible脚本化)，同时也包含了Azkaban的workflow。
Data-analysis
数据分析，挖掘建模。
Baseline-CCF-BDCI-2022-Competition581-Rank0.017
CCF BDCI 2022比赛 返乡发展人群预测赛题 Baseline 数据挖掘（特征工程+集成学习）队伍排名39/2297
bayes-by-backprop
PyTorch implementation of "Weight Uncertainty in Neural Networks"
Probabilistic-Artificial-Intelligence-ETH
Graded projects of the course "Probabilistic Artificial Intelligence", ETH Zürich (Fall 2020). Topics: Gaussian Process Regression, Bayesian Neural Networks, Bayesian Optimization, Deep Reinforcement Learning.
LeetCode-Py
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，850+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
Data-Structures-and-Algorithms
Data Structures and Algorithms in Python
Latex-Course-Summary-Template
A Latex summary / cheatsheet template for STEM subjects
bigdata-exercises
Exercises for the Big Data lecture at ETH Zurich (Fall 2021)