Machine Learning Coursera

Coursera - Machine Learning (2015)  eBooks & eLearning

Posted by house23 at Feb. 17, 2016
Coursera - Machine Learning (2015)

Coursera - Machine Learning (2015)
MP4 | AVC 32kbps | English | 960x540 | 15fps | 19h 53mins | AAC stereo 128kbps | 1.52 GB
Genre: Video Training

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importantly, you'll learn about not only the theoretical underpinnings of learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems. Finally, you'll learn about some of Silicon Valley's best practices in innovation as it pertains to machine learning and AI.

Coursera - Neural Networks for Machine Learning  eBooks & eLearning

Posted by house23 at March 2, 2014
Coursera - Neural Networks for Machine Learning

Coursera - Neural Networks for Machine Learning
MP4 | AVC 29kbps | English | 960x540 | 15fps | 16h 26mins | AAC stereo 128kbps | 920 MB
Genre: Video Training

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. Neural networks use learning algorithms that are inspired by our understanding of how the brain learns, but they are evaluated by how well they work for practical applications such as speech recognition, object recognition, image retrieval and the ability to recommend products that a user will like. As computers become more powerful, Neural Networks are gradually taking over from simpler Machine Learning methods.

Building Machine Learning Projects with TensorFlow  eBooks & eLearning

Posted by readerXXI at April 29, 2017
Building Machine Learning Projects with TensorFlow

Building Machine Learning Projects with TensorFlow
by Rodolfo Bonnin
English | 2016 | ISBN: 1786466589 | 284 Pages | True PDF | 13 MB

This book of projects highlights how TensorFlow can be used in different scenarios - this includes projects for training models, machine learning, deep learning, and working with various neural networks.

Data Analysis, Machine Learning and Knowledge Discovery (Repost)  eBooks & eLearning

Posted by step778 at April 27, 2017
Data Analysis, Machine Learning and Knowledge Discovery (Repost)

Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning, "Data Analysis, Machine Learning and Knowledge Discovery"
2013 | pages: 461 | ISBN: 331901594X | PDF | 8,4 mb

Mastering Machine Learning with R - Second Edition  eBooks & eLearning

Posted by AlenMiler at April 26, 2017
Mastering Machine Learning with R - Second Edition

Mastering Machine Learning with R - Second Edition by Cory Lesmeister
English | 24 Apr. 2017 | ASIN: B01N5XJ3O0 | 420 Pages | AZW3 | 4.42 MB

Effective Amazon Machine Learning  eBooks & eLearning

Posted by AlenMiler at April 26, 2017
Effective Amazon Machine Learning

Effective Amazon Machine Learning by Alexis Perrier
English | 25 Apr. 2017 | ASIN: B01NCJ4NXP | 306 Pages | AZW3 | 6.06 MB

Udemy - Machine Learning and Statistical Modeling with R Examples  eBooks & eLearning

Posted by naag at Oct. 10, 2015
Udemy - Machine Learning and Statistical Modeling with R Examples

Udemy - Machine Learning and Statistical Modeling with R Examples
MP4 | Video: 1280x720 | 56 kbps | 48 KHz | Duration: 3 Hours | 531 MB
Genre: eLearning | Language: English

Learn how to use machine learning algorithms and statistical modeling for clustering, decision trees, etc by using R

Hands-On Machine Learning with Scikit-Learn and TensorFlow  eBooks & eLearning

Posted by Bayron at April 25, 2017
Hands-On Machine Learning with Scikit-Learn and TensorFlow

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron
English | 2017 | ISBN: 1491962291 | 566 pages | PDF | 45 MB

Python Machine Learning Blueprints: Intuitive data projects you can relate to  eBooks & eLearning

Posted by AlenMiler at April 24, 2017
Python Machine Learning Blueprints: Intuitive data projects you can relate to

Python Machine Learning Blueprints: Intuitive data projects you can relate to by Alexander Combs
English | 29 July 2016 | ASIN: B01CID6IGQ | 332 Pages | AZW3 | 23.62 MB

Machine Learning for the Web  eBooks & eLearning

Posted by AlenMiler at April 24, 2017
Machine Learning for the Web

Machine Learning for the Web by Andrea Isoni
English | 29 July 2016 | ASIN: B01BVHNOBM | 298 Pages | AZW3 | 12.99 MB