Hello Learners…
Welcome to the Galaxy Of AI…
Table Of Contents
- Introduction
- Mathematics Handwritten Notes
- Summary
- References
Introduction
Here we provide some notes on mathematics for machine learning and data science.
Mathematics Handwritten Notes
Here are the notes that you use for your learning,
1. Introduction To Linear algebra
- Introduction to linear algebra
- Points And Vectors
- Distance Formula
- Position Vector
- Vectors
- Matrices
- Row/Column Vectors
- Scalar
- Tensors
- Scalar Multiplication
Download PDF File: https://drive.google.com/file/d/1IBXRqVJS8VZMphaSYYp1TZMs21inZZOj/view?usp=sharing
2. Vector Operations
- Vector Transposition
- Norm Of a Vector
- Types Of Norm
- L1 Norm
- L2 Norm
- Lp Norm
- Dot Product Of Vectors
- Geometrical Representation Of Dot Product
- Dot Product of Vector With Itself
- Orthogonal Vector
- Projection of Vectors
- Unit Vector
- Line, Plane, and Hyperplane
Download PDF: https://drive.google.com/file/d/1Q40qYIiqu-YEUDXu_3f83rsT1-3-tzGe/view?usp=sharing
Summary
Happy Learning And Keep Learning…
Thank You…