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Can I read Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI on EtoBox?
Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI by Mark Ryan, Luca Massaron is a nonfiction available to read on EtoBox.
What is Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI about?
Machine Learning for Tabular Data delivers practical ML techniques to upgrade every stage of the business data analysis pipeline. In it, you’ll explore examples like using XGBoost and Keras to predict short-term rental prices, deploying a local ML model with Python and Flask, and streamlining workflows using large language models (LLMs). Along the way, you’ll learn to make your models both more powerful and more explainable.Machine Learning for Tabular Data teaches you to train insightful machine learning models on common tabular business data sources such as spreadsheets, databases, and logs. You’ll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline.Machine Learning for Tabular Data will teach you how to:- Pick the right machine learning approach for your data- Apply deep learning to tabular data- Deploy tabular machine learning locally and in the cloud- Pipelines to automatically train and maintain a modelMachine Learning for Tabular Data covers classic machine learning techniques like gradient boosting, and more contempora
Who reads Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Mark Ryan, Luca Massaron
- Publisher
- Manning Publications Co. LLC
- Published
- 2025
- Language
- EN
- ISBN
- 9781633438545
- Category
- nonfiction
- Subjects
- Computer Science, Artificial Intelligence (Ai), Stem