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Jun 30, 2025 · 3 min read · In the previous blog, we explored the types of vectors in both mathematics and machine learning. In this post, let’s dive into vector operations and how they play out in real-world scenarios using Python. Defining vectors in python : [ Row vector and...
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Jun 3, 2025 · 11 min read · Linear Algebra is the study of vectors and certain rules to manipulate vectors [From our previous blog here]. In this post, we’ll dive deeper into what a vector really is and learn more about how it’s used in various domains like Physics, Mathematics...
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May 7, 2025 · 12 min read · Hey Everyone, We are back with the next part in our series The Math Behind ML - Introduction to Set Theory. Let’s recap from previous week : Linear Algebra: The Secret Arsenal - Recap Linear algebra empowers us to manipulate and analyze data. Imagine...
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Apr 20, 2025 · 7 min read · Hey everyone, welcome to Week 2 of our journey into The Math Behind ML! I hope you’re as excited as I am to dive deeper into how math powers machine learning. If you missed last week, we’re building the foundations for understanding the essential con...
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Apr 15, 2025 · 2 min read · Hey everyone, Welcome to my weekly series: “The Math Behind ML”This series is part of my personal learning journey. I learn better by writing, so I’ll be posting one blog every week as I dive deep into the math that powers machine learning. About Me ...
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