Tag: Learning

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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Natural Language Processing with Deep Learning in Python


Natural Language Processing with Deep Learning in Python
.MP4 | Video: 1280×720, 30 fps(r) | Audio: AAC, 44100 Hz, 2ch | 3.12 GB
Duration: 13 hours | Genre: eLearning Video | Language: English

Complete guide on deriving and implementing word2vec, GloVe, word embeddings, and sentiment analysis with recursive nets.

Understand and implement word2vec

Understand the skip-gram method in word2vec

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Learning Your Nikon DSLR Camera


Learning Your Nikon DSLR Camera
MP4 | Video: AVC 1280×720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 3.20 GB
Genre: eLearning | Language: English

Virtually all Nikon DSLRs have the same basic functionality, and this course will get you up to speed quickly on the many features. Explore the shooting modes so you can go beyond using Auto. Find out how to take photos and shoot video, recording in HD or 4K.

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