You're reading from Developing Kaggle Notebooks

Product typeBook

Published inDec 2023

Reading LevelIntermediate

PublisherPackt

ISBN-139781805128519

Edition1st Edition

Languages

Python

Concepts

Data Analysis

Author (1)

Gabriel Preda

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The Kaggle Book

Konrad Banachewicz, Luca Massaron

ISBN: 9781801817479

Get acquainted with Kaggle as a competition platform
Make the most of Kaggle Notebooks, Datasets, and Discussion forums
Create a portfolio of projects and ideas to get further in your career
Design k-fold and probabilistic validation schemes
Get to grips with common and never-before-seen evaluation metrics
Understand binary and multi-class classification and object detection
Approach NLP and time series tasks more effectively
Handle simulation and optimization competitions on Kaggle

The Kaggle Workbook

Konrad Banachewicz, Luca Massaron

ISBN: 9781804611210

Take your modeling to the next level by analyzing different case studies
Boost your data science skillset with a curated selection of exercises

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Author (1)

Gabriel Preda

Dr. Gabriel Preda is a Principal Data Scientist for Endava, a major software services company. He has worked on projects in various industries, including financial services, banking, portfolio management, telecom, and healthcare, developing machine learning solutions for various business problems, including risk prediction, churn analysis, anomaly detection, task recommendations, and document information extraction. In addition, he is very active in competitive machine learning, currently holding the title of a three-time Kaggle Grandmaster and is well-known for his Kaggle Notebooks.
Read more about Gabriel Preda

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