Coursera - Recommender Systems (University of Minnesota)


Coursera - Recommender Systems (University of Minnesota)

Coursera - Recommender Systems (University of Minnesota)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~362 kbps | 25 fps
AAC | 128 Kbps | 48.0 KHz | 2 channels | Subs: English (.srt) | 17:05:56 | 1.98 GB
Genre: eLearning Video / Evaluation, Factorization, Collaboration
Master Recommender Systems. Learn to design, build, and evaluate recommender systems for commerce and content.

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Coursera - Natural Language Processing (Columbia University)


Coursera - Natural Language Processing (Columbia University)

Coursera - Natural Language Processing (Columbia University)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~42.6 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~17 hours | 1.13 GB
Genre: eLearning Video / Engineering, Linguistics, NLP
Natural language processing (NLP) deals with the application of computational models to text or speech data. Application areas within NLP include automatic (machine) translation between languages; dialogue systems, which allow a human to interact with a machine using natural language; and information extraction, where the goal is to transform unstructured text into structured (database) representations that can be searched and browsed in flexible ways.

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Coursera - Fundamentals of Music Theory (The University of Edinburgh)


Coursera - Fundamentals of Music Theory (The University of Edinburgh)

Coursera - Fundamentals of Music Theory (The University of Edinburgh)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~220 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~12 hours | 1.69 GB
Genre: eLearning Video / Music
This course will introduce students to the theory of music, providing them with the skills needed to read and write Western music notation, as well as to understand, analyse, and listen informedly. It will cover material such as pitches and scales, intervals, clefs, rhythm, form, meter, phrases and cadences, and basic harmony.

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Coursera - Natural Language Processing (Columbia University) .

Coursera - Natural Language Processing (Columbia University) .

Coursera - Natural Language Processing (Columbia University)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~42.6 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~17 hours | 1.13 GB
Genre: eLearning Video / Engineering, Linguistics, NLP

Natural language processing (NLP) deals with the application of computational models to text or speech data. Application areas within NLP include automatic (machine) translation between languages; dialogue systems, which allow a human to interact with a machine using natural language; and information extraction, where the goal is to transform unstructured text into structured (database) representations that can be searched and browsed in flexible ways.
Download Now

Coursera - Fundamentals of Music Theory (The University of Edinburgh) .

Coursera - Fundamentals of Music Theory (The University of Edinburgh) .

Coursera - Fundamentals of Music Theory (The University of Edinburgh)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~220 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~12 hours | 1.69 GB
Genre: eLearning Video / Music

This course will introduce students to the theory of music, providing them with the skills needed to read and write Western music notation, as well as to understand, analyse, and listen informedly. It will cover material such as pitches and scales, intervals, clefs, rhythm, form, meter, phrases and cadences, and basic harmony.
Download Now

Coursera - Social Network Analysis (University of Michigan)


Coursera - Social Network Analysis (University of Michigan)

Coursera - Social Network Analysis (University of Michigan)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~88.4 kbps | 30 fps
AAC | 127 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~10 hours | 1.01 GB
Genre: eLearning Video / Access and Affordability, MOOC
Professor Lada Adamic created the Social Network Analysis MOOC to instruct a diverse audience in a practical way to make sense of the structure and evolution of social networks. This course draws from a broad array of disciplines including sociology, mathematics, computer science, economics and physics in its online interactive demonstrations and hands-on analysis.

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Coursera - Neural Networks for Machine Learning (University of Toronto)


Coursera - Neural Networks for Machine Learning (University of Toronto)

Coursera - Neural Networks for Machine Learning (University of Toronto)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~25.2 kbps | 15 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~17 hours | 979 MB
Genre: eLearning Video / Artificial Neural Network, Machine Learning (ML) Algorithms
Learn about artificial neural networks and how they're being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc. We'll emphasize both the basic algorithms and the practical tricks needed to get them to work well.

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Coursera - Recommender Systems (University of Minnesota) .

Coursera - Recommender Systems (University of Minnesota) .

Coursera - Recommender Systems (University of Minnesota)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~362 kbps | 25 fps
AAC | 128 Kbps | 48.0 KHz | 2 channels | Subs: English (.srt) | 17:05:56 | 1.98 GB
Genre: eLearning Video / Evaluation, Factorization, Collaboration
Master Recommender Systems. Learn to design, build, and evaluate recommender systems for commerce and content.

Download Now

Coursera - Social Network Analysis (University of Michigan) .

Coursera - Social Network Analysis (University of Michigan) .

Coursera - Social Network Analysis (University of Michigan)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~88.4 kbps | 30 fps
AAC | 127 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~10 hours | 1.01 GB
Genre: eLearning Video / Access and Affordability, MOOC

Professor Lada Adamic created the Social Network Analysis MOOC to instruct a diverse audience in a practical way to make sense of the structure and evolution of social networks. This course draws from a broad array of disciplines including sociology, mathematics, computer science, economics and physics in its online interactive demonstrations and hands-on analysis.
Download Now

Coursera - Neural Networks for Machine Learning (University of Toronto) .

Coursera - Neural Networks for Machine Learning (University of Toronto) .

Coursera - Neural Networks for Machine Learning (University of Toronto)
WEBRip | English | MP4 + PDF slides | 960 x 540 | AVC ~25.2 kbps | 15 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | ~17 hours | 979 MB
Genre: eLearning Video / Artificial Neural Network, Machine Learning (ML) Algorithms

Learn about artificial neural networks and how they're being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc. We'll emphasize both the basic algorithms and the practical tricks needed to get them to work well.
Download Now