Linear Algebra Roadmap for Machine Learning and Deep Learning | Complete Guide | CampusX

Understanding Linear Algebra helps you grasp the inner workings of ML and DL algorithms. It's like having a secret key to unlock the potential of these technologies. Do you find Linear Algebra for Machine Learning and Deep Learning tough? Fear not! This video is your roadmap in plain language. Follow along till the end to develop a better understanding of the concept. 🔗Resources: Roadmap - https://docs.google.com/spreadsheets/d/10spJMs0Zmv5cugfFjJVc4MudyOVjl_16Ef5z54oxqnM/edit?usp=sharing Resources - https://docs.google.com/document/d/1L7YQMOjwMLUg8IbqeuMyoBy_lM7u9LtNBvNhQCShRF8/edit?usp=sharing ============================ 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 - Intro 02:27 - Modules 03:21 - What the Colors Mean 06:50 - Scalars 06:57 - Vectors 07:39 - Matrix 08:30 - Tensors 08:42 - Eigen Vectors 08:54 - Matrix Factorization 09:08 - Advanced Topics 09:25 - Tool and Libraries 10:25 - Resources ✨ Hashtags✨ #LinearAlgebra #MachineLearning #DeepLearning #TechSimplified #LearningMadeEasy