Understanding Machine Learning

Understanding Machine Learning with Python (2016)  eBooks & eLearning

Posted by naag at May 18, 2016
Understanding Machine Learning with Python (2016)

Understanding Machine Learning with Python
MP4 | 2016 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 201 MB
Genre: eLearning | Language: English

Use your data to predict future events with the help of machine learning. This course will walk you through creating a machine learning prediction solution and will introduce Python, the scikit-learn library, and the Jupyter Notebook environment.

Pluralsight - Understanding Machine Learning with R  eBooks & eLearning

Posted by naag at Feb. 18, 2016
Pluralsight - Understanding Machine Learning with R

Understanding Machine Learning with R
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1h 25m | 205 MB
Genre: eLearning | Language: English

This course walks through the process of creating a machine learning prediction solution. The course introduces and uses R, the primary language for Machine Learning.

Understanding Machine Learning  eBooks & eLearning

Posted by U.N.Owen at Feb. 5, 2016
Understanding Machine Learning

Understanding Machine Learning
Size: 75MB | Duration: 0h 39m | Video: AVC (.mp4) 1280x720 15fps | Audio: AAC 44.1KHz 2ch
Genre: eLearning | Level: Beginner | Language: English

Need a short, clear introduction to machine learning? Watch this.

Understanding Machine Learning: From Theory to Algorithms  eBooks & eLearning

Posted by interes at May 8, 2014
Understanding Machine Learning: From Theory to Algorithms

Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David
English | 2014 | ISBN: 1107057132 | 424 pages | PDF | 3 MB

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms.

Machine Learning for Data Science  eBooks & eLearning

Posted by naag at Jan. 10, 2017
Machine Learning for Data Science

Machine Learning for Data Science
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 32 Hours | Lec: 38 | 1.98 GB
Genre: eLearning | Language: English

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.

MATLAB Machine Learning  eBooks & eLearning

Posted by hill0 at Jan. 20, 2017
MATLAB Machine Learning

MATLAB Machine Learning by Michael Paluszek
English | 31 Jan. 2017 | ISBN: 1484222490 | 348 Pages | PDF | 9.87 MB

This book is a comprehensive guide to machine learning with worked examples in MATLAB. It starts with an overview of the history of Artificial Intelligence and automatic control and how the field of machine learning grew from these. It provides descriptions of all major areas in machine learning.

Machine Learning Using R  eBooks & eLearning

Posted by hill0 at Jan. 20, 2017
Machine Learning Using R

Machine Learning Using R by Karthik Ramasubramanian
English | 10 Jan. 2017 | ISBN: 1484223330 | 592 Pages | PDF | 11.47 MB

This book is inspired by the Machine Learning Model Building Process Flow, which provides the reader the ability to understand a ML algorithm and apply the entire process of building a ML model from the raw data.

Deep Dive into Python Machine Learning (2016)  eBooks & eLearning

Posted by house23 at Jan. 3, 2017
Deep Dive into Python Machine Learning (2016)

Deep Dive into Python Machine Learning (2016)
MP4 | AVC 116kbps | English | 1280x720 | 25fps | 1h 45mins | AAC stereo 141kbps | 2.64 GB
Genre: Video Training

Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python. The aim of deep learning is to develop deep neural networks by increasing and improving the number of training layers for each network, so that a machine learns more about the data until it’s as accurate as possible. Developers can avail the techniques provided by deep learning to accomplish complex machine learning tasks, and train AI networks to develop deep levels of perceptual recognition.

MATLAB Machine Learning  eBooks & eLearning

Posted by AvaxGenius at Dec. 30, 2016
MATLAB Machine Learning

MATLAB Machine Learning By Stephanie Thomas, Michael Paluszek
English | EPUB | 326 Pages | 2017 | ISBN : 1484222490 | 5.17 MB

This book is a comprehensive guide to machine learning with worked examples in MATLAB. It starts with an overview of the history of Artificial Intelligence and automatic control and how the field of machine learning grew from these. It provides descriptions of all major areas in machine learning
Applied Text Analysis with Python: Enabling Language Aware Data Products with Machine Learning (Early Release)

Benjamin Bengfort, Tony Ojeda, Rebecca Bilbro, "Applied Text Analysis with Python: Enabling Language Aware Data Products with Machine Learning"
English | ISBN: 1491963042 | 2017 | PDF/EPUB/MOBI | 82 pages | 2 MB/3 MB/5 MB