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You're reading from  Developing Kaggle Notebooks

Product typeBook
Published inDec 2023
Reading LevelIntermediate
PublisherPackt
ISBN-139781805128519
Edition1st Edition
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Author (1)
Gabriel Preda
Gabriel Preda
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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.
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Be quick: don’t wait for perfection

Some of the fastest-rising new Kaggle Notebook Grandmasters have something in common: they start analyzing data and publish an exploratory data analysis or a baseline model solution within just a few days, sometimes just a few hours, after a new competition is launched. They are among the first to claim a new territory in the ever-changing data exploration landscape of Kaggle. With this, they focus the attention of their followers on their work, they receive the most comments that will help them improve their work, and they will have their work forked (for convenience) by many others. This, in turn, increases the virality of their notebooks.

However, if you wait for too long, you might find that your analysis idea was also thought of by others, and by the time you have finally refined it enough to meet your standards, a sizable group of others has already explored it, published it, and got recognition for it. Sometimes, the key is speed...

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Developing Kaggle Notebooks
Published in: Dec 2023Publisher: PacktISBN-13: 9781805128519

Author (1)

author image
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