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Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)

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Title: Udemy - Math 0Group: NOGRPSource: Udemy
Info Hash
81EAF200D3AD3230928E36A14D8880A00CD4D201
Source
Unverified
Total Size
2.76 GB
Total Files
82
Seeders
3
Leechers
2
Health
1.00
Score
8
Type
Bookware

File List

FileSize
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/2 -How to succeed in this course.mp441.48 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/1 -Introduction and Outline.mp428.4 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/3 -Where to get the code.mp426.88 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/2 -How to succeed in this course.en_US.vtt11.51 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/1 -Introduction and Outline.en_US.vtt6.04 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/3 -Where to get the code.en_US.vtt5.53 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/3 -Github Link.url110 B
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/1 - Introduction/3 -Code Link.url90 B
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/3 -Quadratic Form (pt 1).mp4182.7 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/7 -Exercise Gaussian.mp4170.33 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/10 -Chain Rule Generalized.mp4140.66 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/12 -Left and Right Inverse as Optimization Problems.mp4137.22 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/9 -Chain Rule in Matrix Form.mp499.39 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/8 -Chain Rule.mp479.69 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/6 -Exercise Least Squares.mp467.84 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/11 -Exercise Quadratic with Constraints.mp461.28 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/13 -Derivative of Determinant.mp457.21 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/2 -Linear Form.mp451.04 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/4 -Quadratic Form (pt 2).mp437.57 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/15 -Suggestion Box.mp428.51 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/5 -Exercise Quadratic.mp426.83 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/1 -Derivatives - Section Introduction.mp412.49 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/14 -Derivatives - Section Summary.mp45.21 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/7 -Exercise Gaussian.en_US.vtt21.17 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/3 -Quadratic Form (pt 1).en_US.vtt19.29 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/12 -Left and Right Inverse as Optimization Problems.en_US.vtt15.41 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/10 -Chain Rule Generalized.en_US.vtt13.65 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/9 -Chain Rule in Matrix Form.en_US.vtt10.57 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/11 -Exercise Quadratic with Constraints.en_US.vtt9.09 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/8 -Chain Rule.en_US.vtt8.3 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/6 -Exercise Least Squares.en_US.vtt8.05 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/13 -Derivative of Determinant.en_US.vtt7.48 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/2 -Linear Form.en_US.vtt5.62 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/4 -Quadratic Form (pt 2).en_US.vtt4.66 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/1 -Derivatives - Section Introduction.en_US.vtt4.51 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/15 -Suggestion Box.en_US.vtt4.16 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/5 -Exercise Quadratic.en_US.vtt3.58 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/2 - Matrix and Vector Derivatives/14 -Derivatives - Section Summary.en_US.vtt1.51 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/3 -Gradient Descent (One Dimension).mp4174.03 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/8 -Exercise Code Preparation.mp4121.14 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/6 -Newton's Method (Multiple Dimensions).mp4117.19 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/9 -Gradient Descent and Newton's Method in Python.mp479.8 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/5 -Newton's Method (One Dimension).mp473.06 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/2 -Second Derivative Test in Multiple Dimensions.mp470.14 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/7 -Exercise Newton's Method for Least Squares.mp469.6 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/4 -Gradient Descent (Multiple Dimensions).mp448.58 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/1 -Optimization - Section Introduction.mp48.61 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/10 -Optimization - Section Summary.mp48.17 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/3 -Gradient Descent (One Dimension).en_US.vtt21.37 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/9 -Gradient Descent and Newton's Method in Python.en_US.vtt14.53 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/6 -Newton's Method (Multiple Dimensions).en_US.vtt14.1 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/8 -Exercise Code Preparation.en_US.vtt13.38 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/5 -Newton's Method (One Dimension).en_US.vtt8.75 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/2 -Second Derivative Test in Multiple Dimensions.en_US.vtt8.23 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/7 -Exercise Newton's Method for Least Squares.en_US.vtt7.65 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/4 -Gradient Descent (Multiple Dimensions).en_US.vtt5.54 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/1 -Optimization - Section Introduction.en_US.vtt2.87 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/3 - Optimization Techniques/10 -Optimization - Section Summary.en_US.vtt2.29 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4147.17 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).mp468.3 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.mp427.88 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/4 -Where To Get the Code Troubleshooting.mp424.28 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/1 -Pre-Installation Check.mp422.72 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.en_US.vtt17.49 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).en_US.vtt13.83 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en_US.vtt13.48 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/1 -Pre-Installation Check.en_US.vtt5.7 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/4 - Setting Up Your Environment (AppendixFAQ by Student Request)/4 -Where To Get the Code Troubleshooting.en_US.vtt5.09 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).mp4105.8 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4103.47 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).mp486.82 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).mp477.94 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.mp475.53 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en_US.vtt28.21 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).en_US.vtt21.07 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).en_US.vtt20.7 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.en_US.vtt20.19 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/5 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).en_US.vtt14.73 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/6 - Appendix FAQ Finale/2 -BONUS.mp440.42 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/6 - Appendix FAQ Finale/1 -What is the Appendix.mp416.21 MB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/6 - Appendix FAQ Finale/2 -BONUS.en_US.vtt7.08 KB
Udemy - Math 0-1 Matrix Calculus in Data Science & Machine Learning (12.2024)/6 - Appendix FAQ Finale/1 -What is the Appendix.en_US.vtt3.32 KB

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