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awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

conversionpython

This is the conversion code replicating the original sql process.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

etls

finding_donors

Finding Donors for Charity - 3rd project for Udacity's Machine Learning Nanodegree

fromscratch

hands-on-machine-learning

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

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.

kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies.

learning-python-predictive-analytics

Tracking, notes and programming snippets while learning predictive analytics

maturity_models

Maturity models for IT, Agile, DevOps, TOGAF, Six Sigma, P3M3, etc.

modern-java

modern-python-livelessons

natural-language-processing-nanodegree

Natural Language Processing Nanodegree from Udacity Platform, in which I implement Hidden Markov Model for POS Tagger, Bidirectional LSTM for English-French Machine Translation, and End-to-End LSTM-based Speech Recognition

oreilly-intermediate-python

Exercises for O'Reilly's Intermediate Python video series

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pydatset

Load various datasets in Python for computer vision purposes

python-spark-tutorial

python-stanford-corenlp

Official Python interface to CoreNLP using a bidirectional server-client interface.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

spark

Mirror of Apache Spark

text

udacity-data-analyst-nanodegree

A collection of my final project works for Udacity Data Analyst Nanodegree.

udacity-data-science

Project work for the Udacity Data Analyst Nanodegree

udacity-machine-learning-nanodegree

All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.

visualization

viz