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/...
Resources - https://docs.google.com/document/d/1L...
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⌚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
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