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Author: Jayita Gulati

SQL for Data Analysts: Essential Queries for Data Extraction & Transformation
Categories Machine Learning

SQL for Data Analysts: Essential Queries for Data Extraction & Transformation – KDnuggets

  • By Jayita Gulati
  • October 20, 2025

Image by Editor #Introduction Data analysts need to work with large amounts of information stored in databases. Before they can create reports or find…

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Feature Scaling in Practice: What Works and What Doesn’t
Categories Artificial intelligence

Feature Scaling in Practice: What Works and What Doesn’t – MachineLearningMastery.com

  • By Jayita Gulati
  • October 12, 2025

Feature Scaling in Practice: What Works and What Doesn’tImage by Editor | ChatGPT Introduction In machine learning, the difference between a high-performing model and…

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The Model Selection Showdown: 6 Ways to Choose the Best Model
Categories Artificial intelligence

The Model Selection Showdown: 6 Considerations for Choosing the Best Model – MachineLearningMastery.com

  • By Jayita Gulati
  • October 1, 2025

In this article, you will learn a practical, end-to-end process for selecting a machine learning model that truly fits your problem, data, and stakeholders.…

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Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets?
Categories Artificial intelligence

Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets? – MachineLearningMastery.com

  • By Jayita Gulati
  • September 17, 2025

Logistic vs SVM vs Random Forest: Which One Wins for Small Datasets?Image by Editor | ChatGPT Introduction When you have a small dataset, choosing…

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How to Decide Between Random Forests and Gradient Boosting
Categories Artificial intelligence

How to Decide Between Random Forests and Gradient Boosting – MachineLearningMastery.com

  • By Jayita Gulati
  • September 13, 2025

How to Decide Between Random Forests and Gradient BoostingImage by Editor | ChatGPT Introduction When working with machine learning on structured data, two algorithms…

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Ray or Dask? A Practical Guide for Data Scientists
Categories Machine Learning

Ray or Dask? A Practical Guide for Data Scientists – KDnuggets

  • By Jayita Gulati
  • September 12, 2025

Image by Author | Ideogram As data scientists, we handle large datasets or complex models that require a significant amount of time to run.…

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The Raku Programming Language:
Categories Machine Learning

The Raku Programming Language: There’s More Than One Way To Do It – KDnuggets

  • By Jayita Gulati
  • September 9, 2025

Image by Editor (Kanwal Mehreen) | Canva #Introduction The Raku Programming Language is a modern, expressive, and versatile language designed with the goal of…

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7 Beginner Machine Learning Projects To Complete This Weekend
Categories Machine Learning

7 Beginner Machine Learning Projects To Complete This Weekend – KDnuggets

  • By Jayita Gulati
  • September 8, 2025

Image by Editor | ChatGPT #Introduction Machine learning is one of the most transformative technologies of our time, driving innovation in everything from healthcare…

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How to Become a Machine Learning Engineer
Categories Machine Learning

How to Become a Machine Learning Engineer – KDnuggets

  • By Jayita Gulati
  • September 6, 2025

Image by Editor | ChatGPT Becoming a machine learning engineer is an exciting journey that blends software engineering, data science, and artificial intelligence. It…

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Getting Started with Couchbase
Categories Machine Learning

Getting Started with Couchbase: Installation and Setup Guide – KDnuggets

  • By Jayita Gulati
  • September 1, 2025

Image by Editor (Kanwal Mehreen) | Canva Couchbase is a distributed NoSQL document-oriented database designed for interactive applications. It can be installed on Windows,…

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