Introduction - 3D Convolutional Neural Network w/ Kaggle Lung Cancer Detection Competiton p.1

Channel:
United States sentdex
Subscribers:
1,410,000
Published on ● Video Link: https://www.youtube.com/watch?v=ulq9DjCJPDU


Duration: 11:35
93,754 views
677

Introducing the Kaggle Data Science bowl 2017 competition. In this tutorial series, I am covering my first pass through the data, in an attempt to model the 3D medical imaging data with a 3D convolutional neural network in TensorFlow and Python.

The kernel for these tutorials: https://www.kaggle.com/sentdex/data-science-bowl-2017/first-pass-through-data-w-3d-convnet
If you found this Kernel helpful, please upvote on Kaggle using the link above.
If you have questions/comments/suggestions, post either on the video or on the Kernel and I will do my best to help you out!

https://pythonprogramming.net
https://twitter.com/sentdex
https://www.facebook.com/pythonprogramming.net/
https://plus.google.com/+sentdex



Other Videos By sentdex


2017-03-13Intro - Training a neural network to play a game with TensorFlow and Open AI
2017-02-22Using our Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 4
2017-02-22Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3
2017-02-22Building the Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 2
2017-02-22Intro and preprocessing - Using Convolutional Neural Network to Identify Dogs vs Cats p. 1
2017-02-10Running the Network - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.6
2017-02-10Preprocessing data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.5
2017-02-10Resizing Data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.4
2017-02-10Visualizing - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.3
2017-02-10Reading Files - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.2
2017-02-10Introduction - 3D Convolutional Neural Network w/ Kaggle Lung Cancer Detection Competiton p.1
2017-02-06Portfolio Optimization API - Algorithmic Trading with Python and Quantopian p. 12
2017-02-06Combining Alphas - Algorithmic Trading with Python and Quantopian p. 11
2017-02-06Finding more Alpha Factors - Algorithmic Trading with Python and Quantopian p. 10
2017-02-06Strategizing - Algorithmic Trading with Python and Quantopian p. 9
2017-01-30Analyzing Backtest with Pyfolio - Algorithmic Trading with Python and Quantopian p. 8
2017-01-30Backtesting Alpha Factor - Algorithmic Trading with Python and Quantopian p. 7
2017-01-30Analyzing Alpha Factors with Alphalens - Algorithmic Trading with Python and Quantopian p. 6
2017-01-30Pipeline - Algorithmic Trading with Python and Quantopian p. 5
2017-01-30Research - Algorithmic Trading with Python and Quantopian p. 4
2017-01-30Schedule Function - Algorithmic Trading with Python and Quantopian p. 3


Tags:
data science
Python
Kaggle
programming
lung cancer
detection
convolutional neural network
deep learning
tensorflow
neural network
ct scan
3D convolutional neural network
3D
medical images
cat scan
DICOM
pydicom