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Machine Learning Bookcamp

Name: Machine Learning Bookcamp
Brand: Manning Publications
SKU: 33451383
Price: 56.38 EUR
Availability: InStock
Author: Alexey Grigorev
ISBN: 9781617296819

Alexey Grigorev

Língua

Inglês

Livro Capa mole

Código Libristo: 33451383

Editoras Manning Publications, novembro 2021

The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Pyt... Descrição completa

Código Libristo: 33451383

137 b

56.38 €

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The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. Taking you from the basics of machine learning to complex applications such as image and text analysis, each new project builds on what you’ve learned in previous chapters. By the end of the bookcamp, you’ll have built a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.

about the technology

Machine learning is an analysis technique for predicting trends and relationships based on historical data. As ML has matured as a discipline, an established set of algorithms has emerged for tackling a wide range of analysis tasks in business and research. By practicing the most important algorithms and techniques, you can quickly gain a footing in this important area. Luckily, that’s exactly what you’ll be doing in Machine Learning Bookcamp.

about the book

In Machine Learning Bookcamp you’ll learn the essentials of machine learning by completing a carefully designed set of real-world projects. Beginning as a novice, you’ll start with the basic concepts of ML before tackling your first challenge: creating a car price predictor using linear regression algorithms. You’ll then advance through increasingly difficult projects, developing your skills to build a churn prediction application, a flight delay calculator, an image classifier, and more. When you’re done working through these fun and informative projects, you’ll have a comprehensive machine learning skill set you can apply to practical on-the-job problems.

what''s inside

Code fundamental ML algorithms from scratch
Collect and clean data for training models
Use popular Python tools, including NumPy, Pandas, Scikit-Learn, and TensorFlow
Apply ML to complex datasets with images and text
Deploy ML models to a production-ready environment

about the reader

For readers with existing programming skills. No previous machine learning experience required.

about the author

Alexey Grigorev has more than ten years of experience as a software engineer, and has spent the last six years focused on machine learning. Currently, he works as a lead data scientist at the OLX Group, where he deals with content moderation and image models. He is the author of two other books on using Java for data science and TensorFlow for deep learning.

Atriz & Poliglota

EWA KASP para

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Sobre o livro

Nome completo Machine Learning Bookcamp

Autor Alexey Grigorev

Língua

Inglês

Encadernação Livro - Capa mole

Data de emissão 2021

Número de páginas 506

EAN 9781617296819

ISBN 1617296813

Código Libristo 33451383

Editoras Manning Publications

Peso 834

Dimensões 237 x 188 x 30

Categorias

Informática & tecnologia da informação > Ciência informática > Inteligência artificial > Aprendizagem mecânica

Informática & tecnologia da informação > Programação & engenharia informática > Engenharia de programas

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