nofear-zhang Goto Github PK

100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

accident_severity_uk_classification

Here, I analyze the Road Safety and Traffic Demographics dataset (UK), containing accidents reported by the police between the years of 2004 - 2017.

accidentpredictor

An accurate traffic accident predictor can potentially save lives. I hereby described the creation and deployment of such a model using scikit-learn, Google Maps API, Flask and PythonAnywhere.

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

base-location-optimization

This project aims to recommend effective deployment locations for police emergency response cars.

become-a-data-analyst

A plan and library for studying to become a Data Analyst

big-data-learning-note

数据分析师的进阶之路，我目前的知识体系，后续继续补充~

binary-pso

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cs-self-learning

计算机自学指南

customer_churn_prediction

Training Machine learning models on Telecom Data to predict customer churn.

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data-science-notes

数据科学的笔记以及资料搜集

data-science-projects

DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

dataanalysis_cases

「数据分析师」项目练习、参考资料

datascienceresources

Open Source Data Science Resources.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

exploratory_data_analysis_visualization_python

Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn

free-project-course

Free course for Resume, 整理和搜集网络免费的项目实战课程，包括 Java 项目实战，Python 项目实战，C++ 项目实战等

girls-in-ai

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

hands-on-data-analysis

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

hands-on-exploratory-data-analysis-with-python

Hands-on Exploratory Data Analysis with Python, published by Packt

incubator-doris

Apache Doris(Incubating) is an MPP-based interactive SQL data warehousing for reporting and analysis.

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

joyful-pandas

Pandas中文教程

learn-data-science-for-free

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.