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learning-deep's Introduction

Deep Learning Study Guide

Collected Resources for Machine and Deep Learning

Disclaimer: I am currently a student of the USF MSAN Program (Master's in Analytics)

Some of the material is from the coursework through the program, others from outside sources.

def learn_deep():
	return knowledge

Covers Spark, Spark storage, working with RDD, pyspark, map-reduce framework and implementations. Focuses on ETL across different partitions.


Part of the evening course taught by Jeremy Howard. Starts with CNN and works backwards through the deeper parts of neural networks.


Deep dives into Random Forests + Neural Networks, learn how they work, learn to build them from scratch. Explore the use of sklearn and torch flexible libraries for a number of applications


This is still a work in progress, but its basically a written form of the Andrew Ng. Coursera course.

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learning-deep's Issues

Unable to open learning-deep/deeplearning1/DeepLearning4-LectureNotes.ipynb

Hello Tim,
thanks for sharing all that notebooks .
I try to open learning-deep/deeplearning1/DeepLearning4-LectureNotes.ipynb

When open the notebook on github I get 'Sorry, something went wrong. Reload?'
When opening the notebook locally with jupyter notebook I get some json errors.

Number 3 and 5 seems to work fine.
Can you check on this ?

Thanks in advance

Kind regards,
jonny

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