Linear Algebra Full Course in Hindi - Machine Learning by Digital Daru🍺
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About Linear Algebra Full Course in Hindi - Machine Learning by Digital Daru🍺
Linear Algebra Full Course in Hindi - Machine Learning by Digital Daru🍺 Linear algebra is a sub-field of mathematics concerned with vectors, matrices, and linear transforms. It is a key foundation to the field of machine learning, from notations used to describe the operation of algorithms to the implementation of algorithms in code. Although linear algebra is integral to the field of machine learning, the tight relationship is often left unexplained or explained using abstract concepts such as vector spaces or specific matrix operations. *************Inspiration************** This series is inspired from Applied Ai Course. After watching their videos I decide to add some points and share with those who are not comfortable in English i try my best I hope you will like it 😊 **********************LINEAR ALGEBRA IN MACHINE LEARNING*********************** 00:00 Intro 04:10 Point/Vector 06:20 Find Distance From Origin 09:04 Distance Between 2 Points 11:50 Matrix Basics 32:17 Angle Between n-vectors 37:19 Projection 39:31 Unit vector 41:15 Line VS Plane 48:35 Distance Of a Point From a Plane 50:51 Circle AND Sphere 53:51 Ellipse 56:44 Square AND Rectangle 59:47 Dataset Representation 01:07:13 Mean Vector 01:09:34 Data Preprocessing 01:10:49 Column Normalization 01:14:12 Column Standardization 01:18:44 Co-Varience Matrix 01:25:15 Dimensionality Reduction 01:30:02 PCA (PRINCIPAL COMPONENT ANALYSIS) 01:43:50 EIGEN VALUE AND EIGEN VECTOR 02:01:56 t-SNE (t-DISTRIBUTED STOCHASTIC NEIGHBOR EMBEDDING) ********************************************************** Machine Learning Tutorial in hindi,machine learning tutorial,machine learning python,complete machine learning tutorial,digital daru,digital daru python,digital daru machine learning **************************** [ Hindi ] Machine Learning Tutorials for Beginners 2020 :- https://www.youtube.com/playlist?list=PLPzjifo9TUNVrHGISE83zirllGk1wZqnG [ Hindi ] Machine Learning Tutorials A-Z in Python From Beginner to Expert Level 2020 : - https://www.youtube.com/playlist?list=PLPzjifo9TUNXQ1LOMoBtCMiIe-gzjKB6H ************************** If you like this video then please like and share this video and Not forgot to subscribesubscribe Now : https://www.youtube.com/channel/UC44GzBpZSHQ19Pyz1zJ541w ** Contact Details **Instagram : https://www.instagram.com/digitaldaru Youtube : https://www.youtube.com/digitaldaru Facebook Page : https://www.facebook.com/digitaldaru Twitter : https://twitter.com/digitaldaru Email : [email protected] ***************** #digitaldaru linear algebra for machine learning in hindi,machine learning mathematics in hindi,linear algebra for machine learning course,linear algebra crash course for machine learning,complete linear algebra for data science & machine learning,linear algebra concepts for machine learning,#mathematicsformachinelearning,linear algebra for machine learning hindi,digital daru,digitaldaru **********VIDEO LINKS********** [ Hindi ] Machine Learning Complete Master Class Full Course for Beginners to Advance 2021 http://bit.ly/MachineLearninginhindi Complete Machine Learning and Deep Learning Mathematics in Hindi 2021 http://bit.ly/mldlinhindi Complete - Linear Algebra For Machine learning Mathematics in Hindi 2021 http://bit.ly/Linear_Algebra_in_hindi Complete Numpy Tutorial Master Class in Hindi 2021 http://bit.ly/numpy_in_hindi Instagram Automation Series 2021 in python Hindi http://bit.ly/IG_Automation_in_hindi ************************** If you like this video then please like and share this video and Not forgot to subscribesubscribe Now : https://www.youtube.com/channel/UC44GzBpZSHQ19Pyz1zJ541w ** Contact Details **Instagram : https://www.instagram.com/digitaldaru Youtube : https://www.youtube.com/digitaldaru Facebook Page : https://www.facebook.com/digitaldaru Twitter : https://twitter.com/digitaldaru Email : [email protected] #digitaldaru #MachineLearningInHindi *****************
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