Programming Foundations of Classification And Regression

Programming Foundations of Classification and Regression LiveLessons (Part 1)  eBooks & eLearning

Posted by lucky_aut at March 22, 2021
Programming Foundations of Classification and Regression LiveLessons (Part 1)

Programming Foundations of Classification and Regression LiveLessons (Part 1)
Duration: 4h | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 7.35 GB
Genre: eLearning | Language: English

Code-along sessions move you from introductory machine learning concepts to concrete code.
Foundations of Machine Learning, second edition (Adaptive Computation and Machine Learning series)

Foundations of Machine Learning, second edition by Mehryar Mohri
English | December 25, 2018 | ISBN: 0262039400 | 504 pages | MOBI | 38 Mb

Foundations of Machine Learning, Second Edition  eBooks & eLearning

Posted by AvaxGenius at Jan. 29, 2019
Foundations of Machine Learning, Second Edition

Foundations of Machine Learning, Second Edition by Mehryar Mohri
English | PDF | 2018 | 505 Pages | ISBN : 0262039400 | 8.30 MB

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.
This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these algorithms. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics.

Principles of data mining  eBooks & eLearning

Posted by insetes at March 21, 2019
Principles of data mining

Principles of data mining By D J Hand; Heikki Mannila; Padhraic Smyth
2001 | 569 Pages | ISBN: 026208290X | DJVU | 5 MB

Machine Learning with Python for Everyone Part 1: Learning Foundations, 2nd Edition  eBooks & eLearning

Posted by lucky_aut at Sept. 14, 2022
Machine Learning with Python for Everyone Part 1: Learning Foundations, 2nd Edition

Machine Learning with Python for Everyone Part 1: Learning Foundations, 2nd Edition
Duration: 5h 54m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 1.61 GB
Genre: eLearning | Language: English

Machine Learning in Python for Everyone (Video Collection)  eBooks & eLearning

Posted by sammoh at Feb. 9, 2023
Machine Learning in Python for Everyone (Video Collection)

Machine Learning in Python for Everyone (Video Collection)
MP4 | Video: AVC 1280 x 720 | Audio: AAC 44 Khz 2ch | Duration: 16:05:07 | 4.52 GB

Machine Learning in Python for Everyone video collection is based on three video courses that teach everything about the foundations and tools for machine learning. As machine learning has moved from futuristic AI projects to data analysis on your desk, you need to begin to build models and start coding machine learning tasks.

Serverless Machine Learning with Amazon Redshift ML  eBooks & eLearning

Posted by Free butterfly at Jan. 24, 2024
Serverless Machine Learning with Amazon Redshift ML

Serverless Machine Learning with Amazon Redshift ML: Create, train, and deploy machine learning models using familiar SQL commands by Debu Panda, Phil Bates, Bhanu Pittampally
English | August 30, 2023 | ISBN: 1804619280 | 290 pages | PDF | 15 Mb

Multiple Instance Learning: Foundations and Algorithms  eBooks & eLearning

Posted by arundhati at Oct. 26, 2017
Multiple Instance Learning: Foundations and Algorithms

Francisco Herrera, Sebastián Ventura, "Multiple Instance Learning: Foundations and Algorithms"
2016 | ISBN-10: 3319477587 | 241 pages | EPUB, PDF (reup) | 6 + 4 MB

Mastering Probability and Statistics in Python  eBooks & eLearning

Posted by IrGens at Oct. 21, 2020
Mastering Probability and Statistics in Python

Mastering Probability and Statistics in Python
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 12h 23m | 3.59 GB
Created by AI Sciences Team
Practical Business Analytics Using R and Python: Solve Business Problems Using a Data-driven Approach

Practical Business Analytics Using R and Python: Solve Business Problems Using a Data-driven Approach
English | 2023 | ISBN: 9781484287545 | 711 Pages | PDF | 31.91 MB

This book illustrates how data can be useful in solving business problems. It explores various analytics techniques for using data to discover hidden patterns and relationships, predict future outcomes, optimize efficiency and improve the performance of organizations. You’ll learn how to analyze data by applying concepts of statistics, probability theory, and linear algebra. In this new edition, both R and Python are used to demonstrate these analyses. Practical Business Analytics Using R and Python also features new chapters covering databases, SQL, Neural networks, Text Analytics, and Natural Language Processing.