AI-Powered Development

Name: AI-Powered Development
Brand: Anand Vemula
Price: 27.99 AUD
Availability: OnlineOnly

Building and Scaling Machine Learning Applications

Author: Anand Vemula

Narrated by: Digital Voice Madison G

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This audiobook is narrated by a digital voice.

AI-Powered Development: Building and Scaling Machine Learning Applications" is a practical guide for building and deploying real-world machine learning applications. Author Emmanuel Ameisen emphasizes a hands-on approach, demonstrating key concepts through code examples, illustrations, and interviews with industry experts.

The book covers the entire ML application lifecycle, starting with defining the problem and collecting data, then moving on to model training, evaluation, and deployment. It delves into crucial aspects like data preprocessing, feature engineering, and model selection, offering best practices for each stage. Furthermore, it addresses the challenges of scaling ML applications, including infrastructure considerations and monitoring strategies.