MIT Open Free Courses for Math component of Machine Learning
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#MachineLearning #Maths
Linear Algebra
https://www.youtube.com/playlist?list=PL49CF3715CB9EF31D
3Blue1Brown
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Calculus
https://www.youtube.com/watch?v=X9t-u87df3o&list=PLBE9407EA64E2C318
Applied Probability
https://www.youtube.com/playlist?list=PLUl4u3cNGP60A3XMwZ5sep719_nh95qOe
Optimization
https://www.edx.org/course/optimization-methods-business-analytics-mitx-15-053x
Algorithms
https://www.youtube.com/playlist?list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb
@kdnuggets
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#MachineLearning #Maths
Linear Algebra
https://www.youtube.com/playlist?list=PL49CF3715CB9EF31D
3Blue1Brown
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Calculus
https://www.youtube.com/watch?v=X9t-u87df3o&list=PLBE9407EA64E2C318
Applied Probability
https://www.youtube.com/playlist?list=PLUl4u3cNGP60A3XMwZ5sep719_nh95qOe
Optimization
https://www.edx.org/course/optimization-methods-business-analytics-mitx-15-053x
Algorithms
https://www.youtube.com/playlist?list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb
@kdnuggets
Free Mathematics Courses for Data Science & Machine Learning
@kdnuggets @datasciencechats
#machinelearning #datascience #beginner #learning #maths #mathematics
https://www.kdnuggets.com/2020/02/free-mathematics-courses-data-science-machine-learning.html
@kdnuggets @datasciencechats
#machinelearning #datascience #beginner #learning #maths #mathematics
https://www.kdnuggets.com/2020/02/free-mathematics-courses-data-science-machine-learning.html
KDnuggets
Free Mathematics Courses for Data Science & Machine Learning - KDnuggets
It's no secret that mathematics is the foundation of data science. Here are a selection of courses to help increase your maths skills to excel in data science, machine learning, and beyond.
Free Best sources of learning for Linear Algebra
MIT: open course ware
https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/index.htm
https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/
YouTube 3Blue1Brown
https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Stanford & UCLA
http://vmls-book.stanford.edu/
#freecourse #beginner #LinearAlgebra #mathematics #maths
@datasciencechats @kdnuggets @coursenuggets
MIT: open course ware
https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/index.htm
https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/
YouTube 3Blue1Brown
https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Stanford & UCLA
http://vmls-book.stanford.edu/
#freecourse #beginner #LinearAlgebra #mathematics #maths
@datasciencechats @kdnuggets @coursenuggets
MIT OpenCourseWare
Linear Algebra | Mathematics | MIT OpenCourseWare
This is a basic subject on matrix theory and linear algebra. Emphasis is given to topics that will be useful in other disciplines, including systems of equations, vector spaces, determinants, eigenvalues, similarity, and positive definite matrices.