Automated Machine Learning and Meta-Learning for Multimedia

Machine learning for multimedia content

📁 Machine learning for multimedia content analysis

✍ Yihong Gong, Wei Xu 📂 Library 📅 2007 🏛 Springer 🌐 English

Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia data, such as digital images, audio streams and motion video programs, exhibit richer structures than simple, isolated data items. A number of pixels in a digital image c

Machine Learning for Multimedia Content

📁 Machine Learning for Multimedia Content Analysis

✍ Yihong Gong, Wei Xu (auth.) 📂 Library 📅 2007 🏛 Springer 🌐 English

Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia data, such as digital images, audio streams and motion video programs, exhibit richer structures than simple, isolated data items. A number of pixels in a digital imag

Automated Machine Learning for Business

📁 Automated Machine Learning for Business

✍ Kai R. Larsen, Daniel S. Becker 📂 Library 📅 2021 🏛 Oxford University Press 🌐 English

Teaches the machine learning process for business students and professionals using automated machine learning, a new development in data science that requires only a few weeks to learn instead of years of training Though the concept of computers learning to solve a problem may

Automated Machine Learning for Business

📁 Automated Machine Learning for Business

✍ Kai R. Larsen, Daniel S. Becker 📂 Library 📅 2021 🏛 Oxford University Press 🌐 English

Teaches the machine learning process for business students and professionals using automated machine learning, a new development in data science that requires only a few weeks to learn instead of years of training Though the concept of computers learning to solve a problem may

Automated Machine Learning for Business

📁 Automated Machine Learning for Business

✍ Kai R Larsen; Daniel S Becker 📂 Library 📅 2021 🏛 Oxford University Press, USA 🌐 English

"In this book, we teach the machine learning process using a new development in data science; automated machine learning. AutoML, when implemented properly, makes machine learning accessible to most people because it removes the need for years of experience in the most arcane aspects of data science

Hands-On Automated Machine Learning: A B

📁 Hands-On Automated Machine Learning: A Beginner’s Guide to Building Automated Machine Learning Systems Using AutoML and Python

✍ Sibanjan Das & Umit Mert Cakmak [Das, Sibanjan & Cakmak, Umit Mert] 📂 Library 📅 2018 🏛 Packt Publishing 🌐 English

Automate data and model pipelines for faster machine learning applications Key Features Build automated modules for different machine learning components Understand each component of a machine learning pipeline in depth Learn to use different open source AutoML and feature engineering platforms Bo