The rise and fall of Some Bizzare—the label that introduced the world to Soft Cell, Depeche Mode, and The The—is the great untold story of alternative music.Along with Factory, Mute, and Creation, Some Bizzare was the vanguard of outsider music in the 1980s. The label’s debut release reads like a who’s who of electronic music, featuring early tracks from Soft Cell, Depeche Mode, Blancmange, and The The, while over the next decade its roster would include artists su...

Learn how to analyze data using Python models with the help of real-world use cases and guidance from industry expertsKey FeaturesGet to grips with data analysis by studying use cases from different fieldsDevelop your critical thinking skills by following tried-and-true data analysisLearn how to use conclusions from data analyses to make better business decisionsBook DescriptionBusinesses today operate online and generate dat...

Learning how to apply unsupervised algorithms on unlabeled datasets from scratch can be easier than you thought with this beginner's workshop, featuring interesting examples and activitiesKey FeaturesGet familiar with the ecosystem of unsupervised algorithmsLearn interesting methods to simplify large amounts of unorganized dataTackle real-world challenges, such as estimating the population density of a geographical areaBook Descri...

Explore how a data storage system works – from data ingestion to representationKey FeaturesUnderstand how artificial intelligence, machine learning, and deep learning are different from one anotherDiscover the data storage requirements of different AI apps using case studiesExplore popular data solutions such as Hadoop Distributed File System (HDFS) and Amazon Simple Storage Service (S3)Book DescriptionSocial networking sites...

A beginner's guide to simplifying Extract, Transform, Load (ETL) processes with the help of hands-on tips, tricks, and best practices, in a fun and interactive wayKey FeaturesExplore data wrangling with the help of real-world examples and business use casesStudy various ways to extract the most value from your data in minimal timeBoost your knowledge with bonus topics, such as random data generation and data integrity checksBook D...

Take a comprehensive and step-by-step approach to understanding machine learningKey FeaturesDiscover how to apply the scikit-learn uniform API in all types of machine learning modelsUnderstand the difference between supervised and unsupervised learning modelsReinforce your understanding of machine learning concepts by working on real-world examplesBook DescriptionMachine learning algorithms are an integral part of almost all ...

With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activitiesKey FeaturesLearn about AI and ML algorithms from the perspective of a seasoned data scientistGet practical experience in ML algorithms, such as regression, tree algorithms, clustering, and moreDesign neural networks that emulate the human brainB...

This audiobook is narrated by a digital voice.When You Cannot Tell What the Moment NeedsYour partner goes silent in the middle of a difficult conversation. Do they need less sensory input, more time to process, help returning to the present, or simply space without questions? When autism and complex trauma meet in the same relationship, an autistic meltdown, shutdown, trauma flashback, or mixed state can look confusing from the outside, and a well-meant res...

This audiobook is narrated by a digital voice.When You Cannot Tell What the Moment NeedsYour partner goes silent in the middle of a difficult conversation. Do they need less sensory input, more time to process, help returning to the present, or simply space without questions? When autism and complex trauma meet in the same relationship, an autistic meltdown, shutdown, trauma flashback, or mixed state can look confusing from the outside, and a well-meant res...

This audiobook is narrated by a digital voice.When You Cannot Tell What the Moment NeedsYour partner goes silent in the middle of a difficult conversation. Do they need less sensory input, more time to process, help returning to the present, or simply space without questions? When autism and complex trauma meet in the same relationship, an autistic meltdown, shutdown, trauma flashback, or mixed state can look confusing from the outside, and a well-meant res...