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data-cleaning-and-scraping-30days

Just finished my 100 days challenge on machine learning and feel like I need to review and actually get hands on cleaning data. This challenge will (hopefully) also contains some real world data scraping and cleaning.

data-science-from-scratch

code for Data Science From Scratch book

data-science-notes

数据科学的笔记以及资料搜集

data_science_marathon

Python 資料科學程式馬拉松

datascience_1082

Data Science class for CSU CSIE

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

days-on-jupyter

使用 Jupyter 的零散心得, 練習, 試驗, 還有小小的 projects。

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deep-learning-mooc

這是我在政治大學開設 Deep Learning MOOC 教學的相關檔案。

deep-learning-resources

由淺入深的深度學習資源 Collection of deep learning materials for everyone

deep-learning-test

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models for search and recommendation.

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

deeplearning

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningfortsf

深度学习以进行时间序列预测

deeplearningsandbox

Blog related code for

django-filter-package

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-urexpenses

dlaicourse

Notebooks for learning deep learning

dockernotes

Docker入门精华版

documentner

Extract text data from documents using OCR (optical character recognition) technology and NER (named entity recognition).

drl

Deep Reinforcement Learning

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

etl-data-pipelines-data-warehousing-business-intelligence-

This project challenged us to process and integrate data coming in from a variety of sources - IMDb data, movie rating data from MovieLens, and The Numbers data. We utilized multiple features of the Talend and SQL server to optimize the complete ETL process We then visualized the integrated data from our dimensional model in #Tableau and #PowerBI dashboards showcasing some core KPIs and metrics. This project helped us understand the various challenges faced while building data integration pipelines and business intelligence applications.

examples-of-python-spiders

There are three Python Spiders written by myself using PhantomJS, Selenium, and AutoIt.