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100-days-of-ml-code

100 Days of ML Coding

airflow-tutorial

Apache Airflow tutorial

airflowetl

Blog post on ETL pipelines with Airflow

awesome-datascience

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

cpusimulator

CPU simulation framework for CS520 (Binghamton University, Graduate Computer Architecture)

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

green_taxi

imdb_nlp

Sentiment analysis

kaggle

Codes for Kaggle Competitions

kaggle-code

A repository for some of the code I use in kaggle data science & machine learning tasks.

kaggle-competitions

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.

leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).

leethub

Automatically sync your leetcode solutions to your github account - top 5 trending GitHub repository

lstm-sentiment-analysis

Sentiment Analysis with LSTMs in Tensorflow

lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

machine-learning-with-python

Python code for common Machine Learning Algorithms

mlcourse.ai

Open Machine Learning Course

nifi

Apache NiFi

nlp_course

YSDA course in Natural Language Processing

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

springnote

Learning note & practice

ssl-client-server-chat

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-tutorial

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE