Tag: Python

Unsupervised Deep Learning in Python


Unsupervised Deep Learning in Python
.MP4 | Video: 1280×720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 2.69 GB
Duration: 10.5 hours | Genre: eLearning Video | Language: English

Theano / Tensorflow: Autoencoders, Restricted Boltzmann Machines, Deep Neural Networks, t-SNE and PCA.

Understand the theory behind principal components analysis (PCA)

Derive the PCA algorithm by hand

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Scikit-learn Essentials Mastering the scikit-learn Machine Learning Library for Python


Scikit-learn Essentials: Mastering the scikit-learn Machine Learning Library for Python by Dhiraj Kumar
English | 2019 | MP4 | Video: 720 | Subtitles: no | Duration: 1h 30m | 132 MB
Genre: eLearning | Language: English

Installing Scikit-learn. This second video in the scikit-learn series outlines the scikit-learn installation steps. Scikit-learn requires Python, NumPy, and SciPy.

Pre-processing Data using Scikit-learn.

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