- Hem
- Böcker
- Kurslitteratur
- Teknik, Industri & IT
- Data Without Labels (häftad, eng)
Data Without Labels (häftad, eng)
Produktbeskrivning
Full of case studies demonstrating how to apply each technique to real-world problems.
In Models and Algorithms for Unsupervised Learning you''ll learn:
- Fundamental building blocks and concepts of machine learning and unsupervised learning
- Data cleaning for structured and unstructured data like text and images
- Unsupervised time series clustering, Gaussian Mixture models, and statistical methods
- Building neural networks such as GANs and autoencoders
- How to interpret the results of unsupervised learning
- Choosing the right algorithm for your problem
- Deploying unsupervised learning to production
- Business use cases for machine learning and unsupervised learning
Models and Algorithms for Unsupervised Learning introduces mathematical techniques, key algorithms, and Python implementations that will help you build machine learning models for unannotated data.
You''ll discover hands-off and unsupervised machine learning approaches that can still untangle raw, real-world datasets and support sound strategic decisions for your business. Don''t get bogged down in theory—the book bridges the gap between complex math and practical Python implementations, covering end-to-end model development all the way through to production deployment.
about the technology
Unsupervised learning and machine learning algorithms draw inferences from unannotated data sets.The self-organizing approach to machine learning is great for spotting patterns a human might miss.
about the book
Models and Algorithms for Unsupervised Learning teaches you to apply a full spectrum of machine learning algorithms to raw data.You''ll master everything from kmeans and hierarchical clustering, to advanced neural networks like GANs and Restricted Boltzmann Machines. You''ll learn the business use case for different models, and master best practices for structured, text, and image data. Each new algorithm is introduced with a case study for retail, aviation, banking, and more—and you''ll develop a Python solution to fix each of these real-world problems.
At the end of each chapter, you''ll find quizzes, practice datasets, and links to research papers to help you lock in what you''ve learned and expand your knowledge.
| Format | Häftad |
| Omfång | 250 sidor |
| Språk | Engelska |
| Förlag | Manning Publications |
| Utgivningsdatum | 2025-07-16 |
| ISBN | 9781617298721 |
Specifikation
Böcker
- Format Häftad
- Antal sidor 250
- Språk Engelska
- Utgivningsdatum 2025-07-16
- ISBN 9781617298721
- Förlag Manning Publications
Leverans
Vi levererar ditt paket med Budbee, Instabox och DB Schenker. Frakten kostar 49 kr men handlar du för över 499 kr är det fri frakt. De exakta leveranstiderna för varje produkt ser du direkt på produktsidan och i kassan. När din order skickats får du en spårningslänk via e-post eller SMS.
Betalning
Hos oss betalar du tryggt via Avarda. Du kan välja mellan Swish, kort (VISA/MasterCard), faktura med 30 dagar eller konto för delbetalning. Alla köp sker krypterat och säkert.
Retur & reklamation
Som privatkund har du 14 dagars ångerrätt enligt distansavtalslagen. Retur kostar 49 kr och bokas via kundtjänst innan du skickar tillbaka varan. Återbetalning sker alltid via samma betalmedel du använde vid köpet.
Du har 3 års reklamationsrätt enligt konsumentköplagen. Vid godkänd reklamation står vi för returfrakten. Kontakta oss på [email protected] om du vill göra en retur eller reklamation, så guidar vi dig genom processen.
Specifikation
Böcker
- Format Häftad
- Antal sidor 250
- Språk Engelska
- Utgivningsdatum 2025-07-16
- ISBN 9781617298721
- Förlag Manning Publications