codebasics
Matrix fundamentals are essential to understand how deep learning works. In this video we will go over what is matrix, matrix multiplication, dot product etc. We will also do some coding in numpy to multiply matrix, find out dot product and so on. As usual I have intersting exercise for you to solve so make sure you work on that exercise.
Code shown in this video: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/4_matrix_math/4_matrix_math.ipynb
Exercise: https://github.com/codebasics/deep-learning-keras-tf-tutorial/blob/master/4_matrix_math/4_matrix_math.md
Useful reading on matrix fundamentals: https://www.mathsisfun.com/algebra/matrix-introduction.html
Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.
🔖 Hashtags 🔖
#matrixdeeplearning #matrixtutorial #matrixbasics #matrixdeeplearning #matrixinpython
Next video: https://www.youtube.com/watch?v=rYQIQrGmydU&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=11
Previous video: https://www.youtube.com/watch?v=cT4pQT5Da0Q&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=9
Deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
Machine learning playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Â
Prerequisites for this series:Â Â
1: Python tutorials (first 16 videos):Â https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0Â Â Â
2: Pandas tutorials(first 8 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uuASpe-1LjfG5f14Bnozjwy
3: Machine learning playlist (first 16 videos): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw Â
Website: https://codebasics.io/
Facebook: https://www.facebook.com/codebasicshub
Twitter: https://twitter.com/codebasicshub
Source
Check out our premium machine learning course with 2 Industry projects: https://codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced
You are such a great teacher
fantastic video
This video is amazing ! Thanks
Nice explanation, thank you 🙂
amazing videos..so easy to understand for a newbie like me
such an easy way to understand!
great work
You are AWESOME MAN. Thank you for enabling others like myself.
i have problem with the np.dot- TypeError: 'tuple' object is not callable- i also cpied your code , and it is the same error – would you happen to know why ? that will greatly appriciated . thank you !
Amazing example! I did my bachelors in maths but sorry to say no professor explained us with real application of matrices….Very inspiring
easy enough for an 8th grader to understand
Nobel prize
5/6
What if the matrix itself represent functions not value in row or column. Would it be executable?
How to visualise for better understand what is going on with the dot product in vector level in function term.
0:25 is an tamil old actor
After listening to this lecture I don't know what I understand from Laplace cal diff Inte
Amazing 🎉
Thank you Dhaval for assuring me that with my bad background in mathematics I will still be able to get a grasp of "deep learning". I will continue in my quest to master this new technology.
why did you assume that Tim Cook is not watching and learning from this video?