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aind-nlp

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

applied-data-science

A repository of Applied Data Science materials.

autonomousdrivingcookbook

Scenarios, tutorials and demos for Autonomous Driving

azure-stream-analytics

Azure Stream Analytics

conv-net

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

deep-learning-with-python-notebooks

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

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dl-regularisation

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

food-101-keras

Food Classification with Deep Learning in Keras / Tensorflow

geoplotlib

python toolbox for visualizing geographical data and making maps

gettingstarted

London Python for Trading

hmm-tagger

Hidden Markov Model POS Tagger

improving-deep-neural-networks-hyperparameter-tuning-regularization-and-optimization

labs

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

meetup-deep-learning-walkthrough

Code used for meet up: Deep Learning Code Walkthrough

mlnd-customer-segmentation

Determining different segments of customers using Principal Components Analysis (PCA), K-Means Clustering, Gaussian Mixture Models and Python, Pandas, Scikit-Learn, and Matplotlib

natural_language_process--machine_translation

Udacity AIND NLP concentration Capstone

predicting-housing-price-

A Regression example

python-

Basic Code Ex :1

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

sequence-model

Recurrent Neural Networks

structuring-machine-learning-projects

telecom_analysis

Feature Engineering and Chrun Prediction on Telecom data

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-for-poets-2