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ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

ailearning

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

aws-concurrent-data-orchestration-pipeline-emr-livy

This code demonstrates the architecture featured on the AWS Big Data blog (https://aws.amazon.com/blogs/big-data/ ) which creates a concurrent data pipeline by using Amazon EMR and Apache Livy. This pipeline is orchestrated by Apache Airflow.

azuredemo

crud-app-vuejs-django

This is simple crud app and searchFilter made using vuejs and django. Used to explain the tutorial present on https://medium.com/@shubhambansal_89125/crud-app-using-vue-js-and-django-516edf4e4217 https://medium.com/@shubhambansal_89125/searchfilter-using-django-and-vue-js-215af82e12cd

dag-factory

Dynamically generate Apache Airflow DAGs from YAML configuration files

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

datatalk

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

django-locallibrary-tutorial

Local Library website written in Django; example for the MDN server-side development Django module: https://developer.mozilla.org/en-US/docs/Learn/Server-side/Django.

django-rest-framework-tutorial

Django-REST-framework 基本教學 - 從無到有 DRF-Beginners-Guide 📝

django-tutorial

Django 基本教學 - 從無到有 Django-Beginners-Guide 📝

docker-tutorial

Docker 基本教學 - 從無到有 Docker-Beginners-Guide 教你用 Docker 建立 Django + PostgreSQL 📝

docker_practice

Learn and understand Docker technologies, with real DevOps practice!

examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

fuck-login

模拟登录一些知名的网站，为了方便爬取需要登录的网站

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hellopython

Start to learn Python, do the do!

kafka_spark_structured_streaming

Get data from API, run a scheduled script with Airflow, send data to Kafka and consume with Spark, then write to Cassandra

manim

Animation engine for explanatory math videos

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

my-first-blog

myautogpt

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

np_ml

A tool library of classical machine learning algorithms with only numpy.

pyapacheatlas

A python package to help work with the apache atlas REST APIs

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyspark

pyspark-cheatsheet

🐍 Quick reference guide to common patterns & functions in PySpark.

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

react-demos

a collection of simple demos of React.js