SASrikar Amarainthe-math-behind-ml.hashnode.dev·Jun 30, 2025 · 3 min readThe Math Behind ML : Vectors - OperationsIn 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...00
SASrikar Amarainthe-math-behind-ml.hashnode.dev·Jun 3, 2025 · 11 min readThe Math Behind ML : Vectors - IntroductionLinear 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...00
SASrikar Amarainthe-math-behind-ml.hashnode.dev·May 7, 2025 · 12 min readThe Math Behind ML : Set Theory-Part - 1Hey 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...00
SASrikar Amarainthe-math-behind-ml.hashnode.dev·Apr 20, 2025 · 7 min readThe Math Behind ML : Intro to Linear Algebra - The FoundationsHey 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...00
SASrikar Amarainthe-math-behind-ml.hashnode.dev·Apr 15, 2025 · 2 min readThe Math Behind ML : Who I Am & What to ExpectHey 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 ...01S
