Mastering Dataset Acquisition: A Comprehensive Guide

While learning, performing, practicing, or constructing a Machine Learning task, the foremost necessity is Machine Learning-specific datasets.

However, a comprehensive process encompasses collecting, cleaning, verifying, and undertaking various tasks when handling datasets.

Chapter 1: Understanding Your Project

1. Acquiring a thorough understanding of your project is paramount, as it elucidates the fundamental aspects of your dataset's composition.




2. For instance, consider the scenario where you aim to procure a dataset pertaining to Taxi Customers. In such cases, the dataset's features can vary …

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