CampusX Data Science Mentorship Program 2022-23 - Supercharge Your ML Journey: Mastering Vectors in Linear Algebra - Part 1

Code - https://colab.research.google.com/drive/1WfshZ-tT4XOFAuYK6dvQaEvsqpesELq0?usp=sharing PDF - https://drive.google.com/file/d/1E3Q2_omNtvE6sydWTahYsysEcyVQn8EG/view?usp=share_link ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science! 💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you! ⌚Time Stamps⌚ 00:00:00 - Session start & agenda 00:01:20 - Linear algebra 00:09:21 - What are Vectors? 00:20:18 - Vector examples in Machine Learning 00:27:20 - Row and Column Vector 00:30:43 - Distance from origin ||A|| 00:34:34 - Euclidean distance 00:43:54 - Scalar Addition/Subtraction (Shifting) 00:53:25 - Dot product 01:06:30 - Angle between 2 vectors 01:15:37 - Equation of a Hyperplane 01:30:52 - Session end