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data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-munging-with-python

This repository contains all of the Python scripts, input files, and output files associated with the training class, Data Munging with Python.

data-science-from-scratch

code for Data Science From Scratch book

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

data-science-your-way

Ways of doing Data Science Engineering and Machine Learning in R and Python

data-vis-d3

Code examples for “Data Visualization and Infographics with D3” course

data-visualization

Miscellaneous data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet)

data_processing_course

Some class materials for a data processing course using PySpark

datasciencecoursera

Data Science Course Era

datasciencepython

common data analysis and machine learning tasks using python

datascienceresources

Open Source Data Science Resources.

datasets

Interesting Public Datasets

datasharing

The Leek group guide to data sharing

deep-anpr

Using neural networks to build an automatic number plate recognition system

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-keras-euroscipy2016

# Deep Learning with Keras

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-notebooks

deep-learning-with-tensorflow

Deep Learning with TensorFlow by Packt

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningbook

MIT Deep Learning Book in PDF format

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

facial-recognition-using-facenet

Implementation of facial recognition using facenets.

foundations-for-analytics-with-python

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

free-data-science-books

Free resources for learning data science

free-programming-books

:books: Freely available programming books

fundamentals-of-deep-learning-book

Code companion to the O'Reilly "Fundamentals of Deep Learning" book

gettingcleaningdata-courseproject