Jul 5, 2025 · 3 min read · Often, when we train ML models on data, the dataset we use is messy, filled with NULLs, or has an absurd range of values in a particular column. The dataset needs to be preprocessed and cleaned to prevent noise from affecting the accuracy of the mode...
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Jun 20, 2025 · 2 min read · What are vector databases? In simple words, vector databases are similar to traditional databases, as in they store data. However, the difference is that they store vectors and can be leveraged to do quick similarity searches for vectors. For example...
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Jun 18, 2025 · 2 min read · Hello again! I’m following Avik’s Day 1 template for my 50 Days of ML Challenge. This module covers the basics of data importing, preprocessing, and feature scaling. For the dataset used in my code, I reused a dataset that I created for one of my cou...
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Jun 17, 2025 · 1 min read · Hello again! I’m starting the 50 days of ML challenge to further my knowledge of machine learning. Follow along if you would like to learn together. I’m following Avik Jain’s roadmap. Find the link to the repository here: https://github.com/Avik-Jain...
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