MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 15 lectures (2h 26m) | Size: 791.8 MB
How to use AutoML in python AutoML in practise What is Automated Machine Learning

Artificial Intelligence for Automated Pricing Based on Product Descriptions
English | 2022 | ISBN: 9811647011 | 62 Pages | PDF | 2 MB
This book highlights artificial intelligence algorithms used in implementation of automated pricing. It presents the process for building automated pricing models from crawl data, preprocessed data to implement models, and their applications. The book also focuses on machine learning and deep learning methods for pricing, including from regression methods to hybrid and ensemble methods. The computational experiments are presented to illustrate the pricing processes and models.

Design Patterns for High-Quality Automated Tests - High-Quality Test Attributes and Best Practices
pdf | 17.73 MB | English | Isbn:‎ B085L9W1KH | Author: Angelov, Anton | Year: 2020

English | 2021 | ISBN: 036720228X | 225 pages | True PDF | 18.81 MB
Hospital service areas (HSAs) and hospital referral regions (HRRs) are considered more appropriate units than geopolitical units for analyzing the performance of health care markets and policy implementation.GIS Automated Delineation of Hospital Service Areasrepresents the state-of-the-art approach in delineating HSAs and HRRs by using GIS-automated processes. It provides the best practices for defining such areas scientifically, in a geographically accurate manner, and without a steep learning curve.
This book is intended to mainly serve professionals in geography, urban and regional planning, public health, and related fields. It is also useful for scholars in the above fields who have research interests related to GIS and spatial analysis applications in health care. It can be used as a supplemental text for upper-level undergraduate and graduate students in courses related to GIS and public health.

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 3.35 GB | Duration: 6h 49m
Learn how to Automate the Creation of Machine Images across Multiple Platforms using HashiCorp Packer!

English | 2021 | ISBN: 3030720683 | 197 pages | pdf, epub | 15.18 MB
This book presents recent advances in automated machine learning (AutoML) and automated algorithm design and indicates the future directions in this fast-developing area. Methods have been developed to automate the design of neural networks, heuristics and metaheuristics using techniques such as metaheuristics, statistical techniques, machine learning and hyper-heuristics. The book first defines the field of automated design, distinguishing it from the similar but different topics of automated algorithm configuration and automated algorithm selection.
The chapters report on the current state of the art by experts in the field and include reviews of AutoML and automated design of search, theoretical analyses of automated algorithm design, automated design of control software for robot swarms, and overfitting as a benchmark and design tool. Also covered are automated generation of constructive and perturbative low-level heuristics, selection hyper-heuristics for automated design, automated design of deep-learning approaches using hyper-heuristics, genetic programming hyper-heuristics with transfer knowledge and automated design of classification algorithms. The book concludes by examining future research directions of this rapidly evolving field.

Automated Machine Learning with AutoKeras:
Deep learning made accessible for everyone with just few lines of coding
English | 2021 | ISBN: 1800567642 | 194 Pages | PDF EPUB MOBI | 39 MB

Automated Verification of Concurrent Search Structures
by Siddharth Krishna
English | 2021 | ISBN: 1636391303 | 190 pages | True PDF | 8.87 MB

Rector - The Power of Automated Refactoring
by Matthias Noback and Tomas Votruba
English | 2021 | ISBN : NA | 191 Pages | PDF, EPUB, MOBI | 2.3 MB