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.

Mastering .NET Machine Learning  eBooks & eLearning

Posted by readerXXI at March 23, 2017
Mastering .NET Machine Learning

Mastering .NET Machine Learning
by Jamie Dixon
English | 2016 | ISBN: 1785888404 | 358 Pages | PDF | 6.34 MB

This book is targeted at .NET developers who want to build complex machine learning systems. Some basic understanding of data science is required.

Lynda - Machine Learning Essential Training: Value Estimations  eBooks & eLearning

Posted by U.N.Owen at March 22, 2017
Lynda - Machine Learning Essential Training: Value Estimations

Lynda - Machine Learning Essential Training: Value Estimations
Size: 157 MB | Duration: 1h 5m | Video: AVC (.mp4) 1280x720 15&30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Level: Intermediate | Language: English

Value estimation—one of the most common types of machine learning algorithms—can automatically estimate values by looking at related information.

R Machine Learning By Example  eBooks & eLearning

Posted by readerXXI at March 22, 2017
R Machine Learning By Example

R Machine Learning By Example
by Raghav Bali and Dipanjan Sarkar
English | 2016 | ISBN: 1784390844 | 339 Pages | PDF | 6.19 MB

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully.

Building Machine Learning Systems with Python (2nd Revised edition) (Repost)  eBooks & eLearning

Posted by insetes at March 19, 2017
Building Machine Learning Systems with Python (2nd Revised edition) (Repost)

Building Machine Learning Systems with Python (2nd Revised edition) By Luis Pedro Coelho, Willi Richert
2015 | 326 Pages | ISBN: 1784392774 | EPUB + PDF | 16 MB

MACHINE LEARNING with NEURAL NETWORKS using MATLAB  eBooks & eLearning

Posted by naag at March 18, 2017
MACHINE LEARNING with NEURAL NETWORKS using MATLAB

MACHINE LEARNING with NEURAL NETWORKS using MATLAB
2017 | English | ASIN: B06XC21FZV | 382 pages | PDF + EPUB (conv) | 21 Mb

Machine Learning is a method used to devise complex models and algorithms that lend themselves to prediction; in commercial use, this is known as predictive analytics. These analytical models allow researchers, data scientists, engineers, and analysts to produce reliable, repeatable decisions and results" and uncover "hidden insights" through learning from historical relationships and trends in the data.

Machine Learning in Medical Imaging (Repost)  eBooks & eLearning

Posted by DZ123 at March 15, 2017
Machine Learning in Medical Imaging (Repost)

Guorong Wu, Daoqiang Zhang, Luping Zhou, "Machine Learning in Medical Imaging"
English | 2014 | ISBN: 3319105809 | PDF | pages: 332 | 33.5 mb

Hands-On Machine Learning with Scikit-Learn and TensorFlow [Kindle Edition]  eBooks & eLearning

Posted by AlenMiler at March 15, 2017
Hands-On Machine Learning with Scikit-Learn and TensorFlow [Kindle Edition]

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron
English | 13 Mar. 2017 | ASIN: B06XNKV5TS | 581 Pages | AZW3 | 21.66 MB

Nature-Inspired Computation and Machine Learning, Part II  eBooks & eLearning

Posted by DZ123 at March 14, 2017
Nature-Inspired Computation and Machine Learning, Part II

Alexander Gelbukh, Félix Castro Espinoza, Sofía N. Galicia-Haro, "Nature-Inspired Computation and Machine Learning, Part II"
English | 2014 | ISBN: 3319136496 | PDF | pages: 549 | 21.6 mb